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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: "Your not human if your …" 312 comments · Page 7 of 13
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the …
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the weapon they could. This weapon attacked fertility for those who took it. Also attacked health on an extremely high scale. How many are not breathing now because they got it?
Identity Attack0.053399716
Insult0.15840563
Profanity0.0864606
Threat0.29519764
Severe Toxicity0.017481172
Moderate 0.3234372 Moderate Con 0.382 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
That's wild people are advertising human smuggling on social medias, are the government thinking this must a scam thats why they havent lifted a figner yet lol
Identity Attack0.050216515
Insult0.24928534
Profanity0.13256322
Threat0.023199292
Severe Toxicity0.012207031
Moderate 0.32289913 Low Con 0.293 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
focal point of crime , car thefts human trafficking , hit and run...
focal point of crime , car thefts human trafficking , hit and run...
Identity Attack0.0076585566
Insult0.043250903
Profanity0.032894265
Threat0.44942492
Severe Toxicity0.019998873
Moderate 0.32074678 Low Con 0.272
Jan 9, 2026 Inside Canada's Indian Metropolis (Brampton)
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 2026 Inside Canada's Indian Invasion...
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Gotta be the first YouTuber to willingly put himself into a human smuggling operation just for the content. Props Tyler.
Identity Attack0.027011903
Insult0.12702756
Profanity0.094219476
Threat0.13815513
Severe Toxicity0.014898917
Moderate 0.3127066 Moderate Con 0.428 Meta_Commentary
Jan 28, 2026 451 likes Inside Canada's Indian Invasion...
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Identity Attack0.023193322
Insult0.061626412
Profanity0.114160895
Threat0.13815513
Severe Toxicity0.018707745
Moderate 0.3057765 Low Con 0.256 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or an irregular crossing he did not want to turn into a national morality play. For years, he has warned Canadians that the country is being overrun by “illegal border crossers,” “queue jumping asylum seekers,” and “abusers of the system.” He delivers these warnings with the solemnity of a man announcing a biblical plague, not a handful of exhausted families walking across a ditch in Quebec. In Poilievre’s political universe, Roxham Road is not a rural footpath. It is a symbol of national decline. It is chaos incarnate. It is the place where the rule of law goes to die. It is, in short, the perfect stage upon which he can perform his favorite role: the lone defender of order in a world gone soft. At least, that is the story he tells the public. The private story, as publicly reported, is considerably less heroic. The Public Record That Refuses to Behave: According to reporting from The Breach and the National Observer, someone described as the uncle of Poilievre’s spouse has an immigration history that reads like a greatest hits compilation of everything Poilievre claims to oppose. The reporting outlines that he entered Canada and made a refugee claim. That claim was refused. A deportation order was issued. He later re-entered Canada through Roxham Road. He then filed a humanitarian and compassionate application. Poilievre’s spouse reportedly helped prepare that application. This is not fringe gossip. This is what journalists documented through correspondence, interviews, and immigration records. In other words, the exact pathway Poilievre condemns as “abuse of the system” is the same pathway publicly reported to have been used by someone connected to him. And suddenly, the man who treats Roxham Road like a national security breach becomes quieter than a library at midnight. The slogans stop. The outrage evaporates. The border, once a sacred line, becomes a flexible suggestion. The Rhetoric: A Symphony of Outrage: Poilievre’s immigration rhetoric is a carefully orchestrated performance. He warns that irregular border crossings undermine the rule of law. He insists humanitarian and compassionate applications are loopholes. He claims the system is being gamed. He declares that Canada must “take back control.” He delivers these lines with the moral certainty of a man who believes compassion is a gateway drug. In his speeches, asylum seekers are not people. They are symbols. They are props. They are the raw material from which he fashions his political identity. He is the sheriff. They are the threat. The border is the battleground. And Canada is the damsel in distress. It is a compelling narrative. It is also a narrative that collapses the moment it becomes personally inconvenient. The Reality: A Study in Elastic Principles: When someone connected to Poilievre uses the very same system he condemns, the rules change with breathtaking speed. Irregular border crossings are no longer a crisis. They are a misunderstanding. A technicality. A regrettable but understandable choice. Humanitarian and compassionate applications are no longer loopholes. They are legitimate pathways. Necessary tools. Evidence of a compassionate system. The border is no longer a sacred line. It is a suggestion. A guideline. A flexible concept open to interpretation. It is a remarkable transformation, like watching a man insist that jaywalking is a crime against humanity until his friend does it, at which point it becomes a misunderstood act of civic expression. The Political Convenience of Shifting Standards: Poilievre’s political identity is built on the idea that he alone will restore order. He alone will enforce the rules. He alone will protect Canada from the chaos of irregular migration. But the moment the rules become inconvenient, they are no longer rules. They are preferences. They are vibes. They are whatever he needs them to be in the moment. This is not a minor contradiction. It is a fundamental collapse of the moral architecture he has built his political brand upon. If irregular crossings are a crisis, then they are a crisis for everyone. If humanitarian applications are loopholes, then they are loopholes for everyone. If the system is broken, then it is broken for everyone. But Poilievre’s version of justice is not universal. It is conditional. It is situational. It is deeply, profoundly personal. The Broader Pattern: Institutions Are Sacred Until They Are Not: This is not the first time Poilievre’s principles have proven to be more flexible than advertised. He has attacked the Supreme Court of Canada when its rulings do not align with his political needs. He has accused the justice system of being too lenient when it suits him and too harsh when it does not. He has framed himself as the defender of institutions while undermining them whenever they become inconvenient. It is a pattern. It is a habit. It is a worldview. And it reveals something essential about his politics. For Poilievre, institutions are not pillars of democracy. They are tools. They are props. They are instruments to be used when helpful and discarded when not. The Satirical Truth: A Philosophy in One Sentence: Pierre Poilievre’s immigration philosophy can now be summarized with clinical precision: Canada must crack down on irregular border crossings, except for the ones that are fine. And he will decide which ones are fine. It is a stance that bends so far backward it could qualify for a gymnastics medal. It is a stance that reveals more about political convenience than national security. It is a stance that exposes the gap between what Poilievre says and what Poilievre does. And it is a stance that makes one thing abundantly clear. Polievre's Hypocrisy
Identity Attack0.10221587
Insult0.28586254
Profanity0.023379711
Threat0.00866054
Severe Toxicity0.007209778
Moderate 0.30439767 Constructive 0.557 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
Why support a human smuggler…
Why support a human smuggler…
Identity Attack0.037909906
Insult0.24493282
Profanity0.050429728
Threat0.02682521
Severe Toxicity0.010528564
Moderate 0.30136615 Low Con 0.229 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much …
It's a human trafficking scam... and politicians are probably getting "contributions"... the migrants have to pay both in Canada and at home to these fake colleges that exist only on paper. I wonder how much an international student ends up paying just to come here... India has what? like a hundrem million dollar millionaires? How many live as basically what might as well be called slavery? Consider that some of these slave owners prefer living in Canada...
Identity Attack0.24074486
Insult0.23704576
Profanity0.02474608
Threat0.008815889
Severe Toxicity0.00831604
Moderate 0.30136615 Moderate Con 0.451
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
Identity Attack0.33352965
Insult0.082866095
Profanity0.04667213
Threat0.0113014765
Severe Toxicity0.008773804
Low Tox 0.2855005 Low Con 0.257 Identity_Assertion
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I love how we went from tracking caribou to displaced humans
I love how we went from tracking caribou to displaced humans
Identity Attack0.13163337
Insult0.06858205
Profanity0.089693464
Threat0.13616586
Severe Toxicity0.019998873
Low Tox 0.2854971 Moderate Con 0.323 Humor_Satire
Jan 5, 2026 Migrants cross into Canada near …
I've met some wonderful, polite, hard working, immigrants that have come recently, but there's also far too many committing the most and worst crimes like grape, human trafficking, drugs, murder and more. And the migrant …
I've met some wonderful, polite, hard working, immigrants that have come recently, but there's also far too many committing the most and worst crimes like grape, human trafficking, drugs, murder and more. And the migrant truckers, jesus. Almost lost both of my parents to one of them!!!! We've got a serious problem and need to weed out the bad ones, send them packing. Fantastic video.
Identity Attack0.27778897
Insult0.1342682
Profanity0.059948977
Threat0.063999176
Severe Toxicity0.013736901
Low Tox 0.28547668 Constructive 0.759
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canadian government more likely to investigate Tyler than the human smugglers. Failed state.
Canadian government more likely to investigate Tyler than the human smugglers. Failed state.
Identity Attack0.099899694
Insult0.24928534
Profanity0.019143965
Threat0.009048914
Severe Toxicity0.0065612793
Low Tox 0.2853768 Low Con 0.135 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s another type of human trafficking organs biological life force witchcraft Black magic by any SRA show uses magic
It’s another type of human trafficking organs biological life force witchcraft Black magic by any SRA show uses magic
Identity Attack0.23163283
Insult0.0838533
Profanity0.13961408
Threat0.020609349
Severe Toxicity0.017803956
Low Tox 0.28312725 Low Con 0.183
Sep 28, 2025 IRCC Names India in Study …
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the …
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the same color of blood, cry the same salty tasting tears, sweat the same as others etc This when the only apparent true difference is that we all have a slightly to stronger <<nuance/shade/skin tone>> of brown. Why brown? Well, in the beginning, God took some earth from the ground and formed HUMAN KIND. Oh! Isn't Earth kind of having various teints of brown? YEAH! same weat different shades/skin tone.
Identity Attack0.28034934
Insult0.15343215
Profanity0.09098661
Threat0.010938995
Severe Toxicity0.013091337
Low Tox 0.28312725 Constructive 0.666
Aug 26, 2025 Why Canadians Are Turning Against …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Identity Attack0.1769227
Insult0.24171697
Profanity0.019690514
Threat0.0072235605
Severe Toxicity0.005645752
Low Tox 0.28087774 Constructive 0.533 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- …
This is a great mini doc that takes time to hear out all sides. It's interesting how white immigrants see themselves on a higher tier, the Polish guy was saying Indian immigrants all get hotels- totally untrue! If you compare how the anti-immigrant ppl are speaking vs the immigrants you can see which side the hatred is coming from. I like when the Sikh temple leader tells him we see eachother as the same, we are all human- this strongly counters the thoughts ppl have on Indians clinging to their own. Ofc not all think like him
Identity Attack0.31307843
Insult0.113185234
Profanity0.08128801
Threat0.013269233
Severe Toxicity0.010375977
Low Tox 0.27525392 Constructive 0.831
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Smuggling people across the US / Canada border is still defined as "human trafficking" and those people belong in jail, or better off deportation. Patriotic feelings are wearing very thin and these people will be …
Smuggling people across the US / Canada border is still defined as "human trafficking" and those people belong in jail, or better off deportation. Patriotic feelings are wearing very thin and these people will be subjected to beatings very soon. They just don't understand the hate that they are bringing upon themselves.
Identity Attack0.07508347
Insult0.076185785
Profanity0.019622196
Threat0.34804323
Severe Toxicity0.011749268
Low Tox 0.27047762 Moderate Con 0.442 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot …
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot beliefs. the people being brought in to my country are NOT TRYING TO MERGE OR ADAPT “OUR” way of life. Better Rules for coming to this Country need to be implemented. like No banking outside of our banking system. no owning property until they have been in Canada for 15 years and have proven that they Support Canada not the country they Left and didn’t bother to try and work on. Dictator or Religious fighting needs to be addressed by THE PEOPLE OF THE COUNTRY. Maybe take some Taxes from the 1% and have them give support to the starving countries instead of the struggling people having to struggle more because of slack immigration laws. ENOUGH ALREADY. I am tired of being scammed by people with no morals towards others humans .
Identity Attack0.2331515
Insult0.15627414
Profanity0.03715288
Threat0.010239923
Severe Toxicity0.010528564
Low Tox 0.27047762 Constructive 0.642 Identity_Assertion
Oct 3, 2025 IRCC Names India in Study …
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Identity Attack0.14875233
Insult0.15840563
Profanity0.03990845
Threat0.010472948
Severe Toxicity0.009651184
Low Tox 0.2667042 Moderate Con 0.318 Question
Jan 27, 2026 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.