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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 #}

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Active: "They do this to every …" 827 comments · Page 26 of 34
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Identity Attack0.10221587
Insult0.029163294
Profanity0.022354934
Threat0.008945347
Severe Toxicity0.0037574768
Low Tox 0.112540044 Low Con 0.269 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is like every rw guy on Twitter
Guy on the bike is like every rw guy on Twitter
Identity Attack0.021585498
Insult0.045007613
Profanity0.035900343
Threat0.00866054
Severe Toxicity0.0035858154
Low Tox 0.112436704 Low Con 0.237 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
9:05 😂 universal line for every indian
9:05 😂 universal line for every indian
Identity Attack0.09741807
Insult0.02373764
Profanity0.038655918
Threat0.013528148
Severe Toxicity0.00667572
Low Tox 0.112333365 Low Con 0.255 Humor_Satire
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's like Afghanistan every where in Canada now thanks to the liberal
It's like Afghanistan every where in Canada now thanks to the liberal
Identity Attack0.07673789
Insult0.028612386
Profanity0.014293353
Threat0.008052089
Severe Toxicity0.0031852722
Low Tox 0.112333365 Low Con 0.244 Fear_Threat
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I didn't understand y they just dont stay in their own country
Identity Attack0.10221587
Insult0.022770792
Profanity0.022149978
Threat0.0070552654
Severe Toxicity0.002822876
Low Tox 0.11212669 Moderate Con 0.41 Identity_Assertion
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten …
This is happening at varying scales in many cities all over the US as well. Growing up in the 90s and 00s in suburban Minneapolis, we had a very small population of Indians. About ten years ago, they built a large all new subdivision near my hometown that is now 90% Indian. Target Corporate is to blame for the initial push, as they opened an office in India and then had many of them relocating to the Minneapolis office. A recent trip to Dallas, every Uber I took was an Indian or Middle eastern driver. California, especially the Bay Area has an enormous Indian community as well.
Identity Attack0.10221587
Insult0.03136692
Profanity0.024951037
Threat0.008298059
Severe Toxicity0.0037002563
Low Tox 0.11202335 Constructive 0.658
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population spike, overall provide better living back home. Yet every one of them tries to leave for other countries in the world for a better life. Then why grow the population so rapidly fast! Never understood that part. On the flip side sure grow your population if your country provides better life in terms of all those necessities. But pretty much other countries are baby sitting and raising them yet they brag were the second largest population. Doesn't make sense to brag about that!
Identity Attack0.04177703
Insult0.04090862
Profanity0.023721304
Threat0.007340072
Severe Toxicity0.0032806396
Low Tox 0.11202335 Constructive 0.731 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post …
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post graduate degree, in IT - one of the first things I did was watch, listen and learn how things are done here. Quickly acquired accent neutrality. Please and thank you . Not litter every where. I came here on my own. Nobody requested me to come here. I considered it a privilege and I took it as my obligation to integrate, not import my values or culture here. I worked, paid my taxes and never expected a handout from anybody or from the government. I loved to be the brown dot in a sea of white. I loved my new country. After the pandemic years, things have changed. There has been a sudden browning of Canada. I didn't leave India 40 odd years ago for India to come to me. NO, I am not being racist and it is not just the visual browning either. The loud, non English speaking, profusely littering, rude, entitlement-minded, anti-social, riffraff that seem to have found their way here displacing the native, white Canadians. I so miss the "eh". I miss the polite society. Wherever I go, I see a sea of immigrants speaking their own tongue. Rude, misbehaved. Cutting you off in line. Discarding the shopping cart any where they please. I am getting older every year and I do not want to die in a country that is suddenly so foreign to me. I would love my old Canada back, please. I want my "eh"s back please. I did my part in the last elections, but lost out to "them". Are we at a point, where we can never get the old Canada back??????
Identity Attack0.062039822
Insult0.034341812
Profanity0.052934792
Threat0.009877442
Severe Toxicity0.0045776367
Low Tox 0.11202335 Constructive 0.754
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Weird seing places i go every day on YouTube
Weird seing places i go every day on YouTube
Identity Attack0.013445892
Insult0.022255141
Profanity0.053435806
Threat0.009385503
Severe Toxicity0.0043296814
Low Tox 0.11192002 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Of course the smell of onions is strong every day
Of course the smell of onions is strong every day
Identity Attack0.00725158
Insult0.026960457
Profanity0.051181246
Threat0.0070164283
Severe Toxicity0.0040245056
Low Tox 0.11192002 Moderate Con 0.331 Unverified_Claim
Feb 16, 2026 Inside Canada's Indian Invasion...
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got …
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got in an accident with a truck that was driven by an illegal...he did not have a license and they let him go...the company that owned the truck paid. They get more benefits than us and they pay no taxes. I was unemployed once and had no health care. every place I applied refused me health care so at the end of the year I had to pay a penalty for each month I didn't have health care. What penalty do they pay? I am discriminated against for being a poor white american citizen. This country is a joke and I wish I was never born here.
Identity Attack0.033784978
Insult0.046178754
Profanity0.021535112
Threat0.007974415
Severe Toxicity0.0031852722
Low Tox 0.11171334 Constructive 0.694
Oct 7, 2018 2 likes How much do refugees and …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every culture but in general I found them always willing to help , talk and laugh with me.......many of them joked how they could out cheap anyone......and you've got to give them credit for finding the loop holes to get ahead
Identity Attack0.083355546
Insult0.035443626
Profanity0.024404489
Threat0.0073918556
Severe Toxicity0.0030899048
Low Tox 0.11161 Constructive 0.791 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Identity Attack0.052035484
Insult0.028061481
Profanity0.012687869
Threat0.011586283
Severe Toxicity0.0031089783
Low Tox 0.11140333 Low Con 0.283
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
There’s no divide. 100% of everybody I talk to in Canada thinks immigration levels are too high. And it doesn’t matter if the Canadians I talk to are Irish Canadians or if they are immigrants …
There’s no divide. 100% of everybody I talk to in Canada thinks immigration levels are too high. And it doesn’t matter if the Canadians I talk to are Irish Canadians or if they are immigrants from India. Every single person wants lower immigration.
Identity Attack0.10221587
Insult0.024768941
Profanity0.01309778
Threat0.0062008454
Severe Toxicity0.0021266937
Low Tox 0.11119666 Constructive 0.549
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I have a friend from China who got a bachelor degree from university of Waterloo and worked at downtown Toronto as a finance person for $500k per year which is extreme high in Canada. But he could not get his permanent resident because he is not what Canada needs as the immigration system. But immigration system is giving lots of pathway on low skills workers who can bring his/her whole families inside the country. These low skills workers need to find employers to do many complicated admin works for the application. In reality, no employers are willing to do such a complicated admin works for a minimum wages worker. So these people are paying the the employers to do the admin works without a single day working. Once they get the permanent residency, they just stay in Canada without working, paying taxes or try to become a Canadian. But for these people who have a high-pay job with high degrees, Canada is kicking them out of this country.
Identity Attack0.055218685
Insult0.047349896
Profanity0.017572641
Threat0.0071847234
Severe Toxicity0.002670288
Low Tox 0.11109332 Constructive 0.71
Sep 21, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was …
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was worked hard for, they worked hard to make a living and a future for their families, they were given money by family that was here and paid back every, single, cent, it wasn't just given to them for free by the government while the rest of the people here suffer, so many of the people are brought here and given everything, it's like people have never heard the phrase "Give a man to fish, he eats for a day. Teach a man to fish, he eats for life." the problem is that they keep giving them fish, so now they expect it so much they damn near demand it... it sickens me. I'm a student right now, 15 years ago it felt like I lived in my home, proudly in Canada, with all kinds of people... now, I go to class, and I feel like I live on a different planet, everyone looks the same, with a hint of variety... American complain that they don't see White people much anymore, I complain because I only see ONE type of person now... nobody else...
Identity Attack0.049989145
Insult0.029383656
Profanity0.06195303
Threat0.010990778
Severe Toxicity0.00541687
Low Tox 0.11088664 Constructive 0.768 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
It's canadian politicians fault, why takes so many immigrants, every immigrants in small percentage will adapt to the culture but if they are in large number they won't, the politicians should know this
It's canadian politicians fault, why takes so many immigrants, every immigrants in small percentage will adapt to the culture but if they are in large number they won't, the politicians should know this
Identity Attack0.07591068
Insult0.02982438
Profanity0.010962827
Threat0.0066086366
Severe Toxicity0.0019264221
Low Tox 0.11088664 Moderate Con 0.424
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst …
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst many immigrants from India, try every bit possible to assimilate in the society and believe me we have, almost at par with Canadian values. However, post-covid, everyone seems to judge every east Indian on the same grounds as outlined by the speakers in this video. My opinion is, people who do not respect the laws and traditions of this country should go back to their countries (regardless of who they are) and do all your propaganda there especially all the international ones. Like I came here for a better future and I feel I am getting a worsened experience due to all this toxicity for colored people and their behaviour of course.
Identity Attack0.089973204
Insult0.033790905
Profanity0.019690514
Threat0.007094103
Severe Toxicity0.0028419495
Low Tox 0.11088664 Constructive 0.767
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
there mass populating every country taking over the world
there mass populating every country taking over the world
Identity Attack0.050216515
Insult0.021803947
Profanity0.025770858
Threat0.011456826
Severe Toxicity0.0041770935
Low Tox 0.11078331 Low Con 0.159 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
The Guy on the bike is every Canadian
The Guy on the bike is every Canadian
Identity Attack0.07508347
Insult0.030926194
Profanity0.016342908
Threat0.007857903
Severe Toxicity0.0033187866
Low Tox 0.1100022 Moderate Con 0.339 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...

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.