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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: "Canada. The India of the …" 853 comments · Page 34 of 35
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada …
Niagara falls 25 years ago was the same way, I didn't realize driving my car into Canada was the equivalent to a flight to India. I was very surprised and never went back to Canada since then
Identity Attack0.031464707
Insult0.014884921
Profanity0.011184863
Threat0.0062526283
Severe Toxicity0.0013446808
Low Tox 0.04240986 Constructive 0.51 Personal_Narrative
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
The British colonial enterprise of Canada and India has simply merged
The British colonial enterprise of Canada and India has simply merged
Identity Attack0.021183543
Insult0.016100928
Profanity0.015386449
Threat0.007301235
Severe Toxicity0.0015926361
Low Tox 0.04240986 Low Con 0.159 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This documentary starts on a very partisan note, but it doesn't end on one. I don't speak for all Hindus, but when I lived in Australia, my values told me to integrate and treat everyone …
This documentary starts on a very partisan note, but it doesn't end on one. I don't speak for all Hindus, but when I lived in Australia, my values told me to integrate and treat everyone equal. Now I am back living in India with a global perspective and renewed respect for world cultures. Yes, Canada has had a lot on unchecked unskilled immigration which is bound to cause issues- but I'd like to believe, and my Hindu faith teaches me, that people are inherently good.
Identity Attack0.035074018
Insult0.014580919
Profanity0.012585391
Threat0.0064079775
Severe Toxicity0.0012493134
Low Tox 0.03969839 Constructive 0.872 Personal_Narrative
Sep 19, 2025 79 likes Inside Canada's Indian Metropolis (Brampton)
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
Identity Attack0.02048012
Insult0.016708933
Profanity0.011082385
Threat0.006738094
Severe Toxicity0.0012207031
Low Tox 0.037577134 Moderate Con 0.439 Humor_Satire
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
I also want to come canada from India please help
I also want to come canada from India please help
Identity Attack0.030949092
Insult0.011730902
Profanity0.015693882
Threat0.008103873
Severe Toxicity0.002040863
Low Tox 0.037577134 Moderate Con 0.467 Question
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada government takes big campaign in India and give admission jobs easily
Canada government takes big campaign in India and give admission jobs easily
Identity Attack0.018972786
Insult0.01648093
Profanity0.012961143
Threat0.0066345283
Severe Toxicity0.001335144
Low Tox 0.036634352 Low Con 0.129 Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
What I don't understand is why can't they make India a greater place to live? Canada is great because our ancestors fought for our rights and liberties.
Identity Attack0.02439919
Insult0.012148905
Profanity0.012073003
Threat0.006440342
Severe Toxicity0.0012683868
Low Tox 0.036162965 Constructive 0.668
Nov 26, 2025 Inside Canada's Indian Metropolis (Brampton)
America targeting canada to become 51st state but it's actually 29th state of india😂
America targeting canada to become 51st state but it's actually 29th state of india😂
Identity Attack0.019475231
Insult0.014086916
Profanity0.013268576
Threat0.0069905366
Severe Toxicity0.0013923645
Low Tox 0.036162965 Low Con 0.192
Jan 27, 2026 Inside Canada's Indian Invasion...
Are we in Canada or India
Are we in Canada or India
Identity Attack0.02238941
Insult0.012072904
Profanity0.01442999
Threat0.0070034824
Severe Toxicity0.0016593933
Low Tox 0.03545588 Low Con 0.246
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This proof that India just needs the Canada system over there and they will be fine
This proof that India just needs the Canada system over there and they will be fine
Identity Attack0.022188433
Insult0.013402912
Profanity0.0147374235
Threat0.007068211
Severe Toxicity0.0016498566
Low Tox 0.034513097 Low Con 0.125
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India …
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India 🇮🇳😁😁👍🏽
Identity Attack0.021585498
Insult0.010476895
Profanity0.013849284
Threat0.008531082
Severe Toxicity0.0022602081
Low Tox 0.030859824 Constructive 0.626
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada will become india. Inshallah 🙏🏻 Proud to be Indian 💪🏻
Canada will become india. Inshallah 🙏🏻 Proud to be Indian 💪🏻
Identity Attack0.019575719
Insult0.011578901
Profanity0.014634945
Threat0.007741391
Severe Toxicity0.0022411346
Low Tox 0.029445656 Moderate Con 0.398 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Visiting Canada and India at same time is awesome 😂
Visiting Canada and India at same time is awesome 😂
Identity Attack0.012943448
Insult0.011046898
Profanity0.016411226
Threat0.0074306927
Severe Toxicity0.0018024445
Low Tox 0.028149333 Moderate Con 0.433 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Hi from Afghanistan I'm refugees in india plz help Canada
Hi from Afghanistan I'm refugees in india plz help Canada
Identity Attack0.018369852
Insult0.010362893
Profanity0.015454767
Threat0.008414571
Severe Toxicity0.001745224
Low Tox 0.027913637 Constructive 0.547
Apr 18, 2018 How much do refugees and …
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains …
Education is a Migration Pathway that is why education has increasingly become a gateway for migration, especially in countries like Canada, the UK, Australia, and New Zealand. These countries benefit in multiple ways: Economic gains from international tuition fees. Young labor to support aging populations. Potential future immigrants who are already educated and adapted to the country. Governments often design these systems intentionally — international students are part of their immigration and economic growth strategies, not just passive victims or actors. India has a massive, educated, English-speaking population. India has the largest pool of college graduates who are English-proficient, making them eligible and attractive for global mobility. Canadian colleges and universities actively recruit in India because it's a guaranteed market. Some Canadians have prioritized volume over quality, which has led to systemic issues. You are not alone England, Australia and New Zealand are milking Indians too
Identity Attack0.011321344
Insult0.013592913
Profanity0.011765569
Threat0.0063885585
Severe Toxicity0.0011014938
Low Tox 0.02779579 Constructive 0.646
Oct 2, 2025 IRCC Names India in Study …
Canada is my favorite region of India!
Canada is my favorite region of India!
Identity Attack0.014450782
Insult0.009678889
Profanity0.015386449
Threat0.0072106146
Severe Toxicity0.0018787384
Low Tox 0.02402467 Moderate Con 0.405 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
I mean also traffic lights are different in india than in canada, fluffy gave a good introduction to it, its more of an suggestion.
Identity Attack0.010507392
Insult0.012072904
Profanity0.012277958
Threat0.0061231707
Severe Toxicity0.00084400177
Low Tox 0.023553278 Moderate Con 0.401 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
100 percent tarrifs on India and Canada
100 percent tarrifs on India and Canada
Identity Attack0.009693438
Insult0.009564889
Profanity0.01084327
Threat0.0069387536
Severe Toxicity0.0010633469
Low Tox 0.02035702 Low Con 0.154 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at …
My father immigrated to Canada from India in 1961 to complete his PhD, where he met my mother, a local farm girl. They married, and he soon joined Agriculture Canada as a research scientist at the Regina Research Station in 1963. Over his remarkable 40-year career, he contributed significantly to the evolution of herbicide research during a transformative era for Canadian agriculture. In the 1960s, as herbicide use surged across the prairies—building on early selective compounds like 2,4-D introduced post-World War II—his work focused on environmental residues and applicator safety, helping refine application methods amid a boom that saw the number of available herbicides in Canada and the U.S. rise from about 25 in 1950 to over 100 by the end of the decade. This period marked the widespread adoption of chemicals for weed control, enabling reduced tillage and boosting crop yields in grain production. By the 1970s, Agriculture Canada's efforts intensified with the introduction of groundbreaking non-selective herbicides like glyphosate, which revolutionized prairie farming by facilitating no-till practices and minimizing soil erosion while controlling persistent weeds. My father's studies on herbicide drift, persistence in air and soil, and human exposure played a key role in ensuring safer, more effective use, aligning with broader innovations that transformed western Canada's grain sector into a global powerhouse. Into the 1980s, as resistance issues emerged and manufacturing processes improved to reduce contaminants like dioxins in phenoxy herbicides, his research supported sustainable advancements, including better monitoring and guidelines that influenced international standards. Through these decades, his pioneering contributions helped develop and optimize herbicides now employed worldwide, fundamentally changing farming practices and enhancing productivity across the vast Canadian prairies.
Identity Attack0.0053276913
Insult0.011920903
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0009441376
Low Tox 0.019226074 Constructive 0.633 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
Identity Attack0.0075845607
Insult0.008405882
Profanity0.01041628
Threat0.0062396824
Severe Toxicity0.0007200241
Low Tox 0.014576632 Moderate Con 0.301 Economic_Argument
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.