├── .github └── workflows │ └── go.yml ├── .gitignore ├── LICENSE ├── README.md ├── afinn.go ├── checker.go ├── checker_test.go └── go.mod /.github/workflows/go.yml: -------------------------------------------------------------------------------- 1 | # This workflow will build a golang project 2 | # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-go 3 | 4 | name: Go 5 | 6 | on: 7 | push: 8 | branches: [ "master" ] 9 | pull_request: 10 | branches: [ "master" ] 11 | 12 | jobs: 13 | 14 | build: 15 | runs-on: ubuntu-latest 16 | steps: 17 | - uses: actions/checkout@v4 18 | 19 | - name: Set up Go 20 | uses: actions/setup-go@v5 21 | with: 22 | go-version: 'stable' 23 | 24 | - name: Build 25 | run: go build -v ./... 26 | 27 | - name: Test 28 | run: go test -v -bench=. ./... 29 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Compiled Object files, Static and Dynamic libs (Shared Objects) 2 | *.o 3 | *.a 4 | *.so 5 | 6 | # Folders 7 | _obj 8 | _test 9 | 10 | # Architecture specific extensions/prefixes 11 | *.[568vq] 12 | [568vq].out 13 | 14 | *.cgo1.go 15 | *.cgo2.c 16 | _cgo_defun.c 17 | _cgo_gotypes.go 18 | _cgo_export.* 19 | 20 | _testmain.go 21 | 22 | *.exe 23 | *.test 24 | *.prof 25 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright [yyyy] [name of copyright owner] 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # HumorChecker - port of SentiMental into Go. 2 | 3 | [![Go](https://github.com/cirello-io/HumorChecker/actions/workflows/go.yml/badge.svg)](https://github.com/cirello-io/HumorChecker/actions/workflows/go.yml) 4 | 5 | Credits where credits are due: consider starring [SentiMental](https://github.com/thinkroth/Sentimental) repo on which this one was based. 6 | 7 | Sentiment analysis tool based on the [AFINN-111 wordlist](http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6010). 8 | 9 | ## Install 10 | $ go get cirello.io/HumorChecker 11 | 12 | ## Features 13 | 14 | * Positivity ranking 15 | * Negativity ranking 16 | * Analyze - combines Positivity and Negativity ranking into an aggregate sentiment score 17 | 18 | ## Example 19 | ```js 20 | package main 21 | 22 | import ( 23 | "fmt" 24 | 25 | hc "cirello.io/HumorChecker" 26 | ) 27 | 28 | func main() { 29 | fmt.Printf("%#v\n", hc.Analyze("Hey you worthless scumbag")) 30 | fmt.Printf("%#v\n", hc.Positivity("This is so cool")) 31 | fmt.Printf("%#v\n", hc.Negativity("Hey you worthless scumbag")) 32 | fmt.Printf("%#v\n", hc.Analyze("I am happy")) 33 | fmt.Printf("%#v\n", hc.Analyze("I am so happy")) 34 | fmt.Printf("%#v\n", hc.Analyze("I am extremely happy")) 35 | fmt.Printf("%#v\n", hc.Analyze("I am really sad")) 36 | } 37 | 38 | ``` 39 | 40 | -------------------------------------------------------------------------------- /afinn.go: -------------------------------------------------------------------------------- 1 | // Copyright 2019 github.com/ucirello and https://cirello.io. All rights reserved. 2 | // 3 | // Licensed under the Apache License, Version 2.0 (the "License"); 4 | // you may not use this file except in compliance with the License. 5 | // You may obtain a copy of the License at 6 | // http://www.apache.org/licenses/LICENSE-2.0 7 | // 8 | // Unless required by applicable law or agreed to writing, software distributed 9 | // under the License is distributed on a "AS IS" BASIS, WITHOUT WARRANTIES OR 10 | // CONDITIONS OF ANY KIND, either express or implied. 11 | // 12 | // See the License for the specific language governing permissions and 13 | // limitations under the License. 14 | 15 | package HumorChecker 16 | 17 | // From: http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6010 18 | var afinn = map[string]int{ 19 | "abandon": -2, 20 | "abandoned": -2, 21 | "abandons": -2, 22 | "abducted": -2, 23 | "abduction": -2, 24 | "abductions": -2, 25 | "abhor": -3, 26 | "abhorred": -3, 27 | "abhorrent": -3, 28 | "abhors": -3, 29 | "abilities": 2, 30 | "ability": 2, 31 | "aboard": 1, 32 | "absentee": -1, 33 | "absentees": -1, 34 | "absolve": 2, 35 | "absolved": 2, 36 | "absolves": 2, 37 | "absolving": 2, 38 | "absorbed": 1, 39 | "abuse": -3, 40 | "abused": -3, 41 | "abuses": -3, 42 | "abusive": -3, 43 | "accept": 1, 44 | "accepted": 1, 45 | "accepting": 1, 46 | "accepts": 1, 47 | "accident": -2, 48 | "accidental": -2, 49 | "accidentally": -2, 50 | "accidents": -2, 51 | "accomplish": 2, 52 | "accomplished": 2, 53 | "accomplishes": 2, 54 | "accusation": -2, 55 | "accusations": -2, 56 | "accuse": -2, 57 | "accused": -2, 58 | "accuses": -2, 59 | "accusing": -2, 60 | "ache": -2, 61 | "achievable": 1, 62 | "aching": -2, 63 | "acquit": 2, 64 | "acquits": 2, 65 | "acquitted": 2, 66 | "acquitting": 2, 67 | "acrimonious": -3, 68 | "active": 1, 69 | "adequate": 1, 70 | "admire": 3, 71 | "admired": 3, 72 | "admires": 3, 73 | "admiring": 3, 74 | "admit": -1, 75 | "admits": -1, 76 | "admitted": -1, 77 | "admonish": -2, 78 | "admonished": -2, 79 | "adopt": 1, 80 | "adopts": 1, 81 | "adorable": 3, 82 | "adore": 3, 83 | "adored": 3, 84 | "adores": 3, 85 | "advanced": 1, 86 | "advantage": 2, 87 | "advantages": 2, 88 | "adventure": 2, 89 | "adventures": 2, 90 | "adventurous": 2, 91 | "affected": -1, 92 | "affection": 3, 93 | "affectionate": 3, 94 | "afflicted": -1, 95 | "affronted": -1, 96 | "afraid": -2, 97 | "aggravate": -2, 98 | "aggravated": -2, 99 | "aggravates": -2, 100 | "aggravating": -2, 101 | "aggression": -2, 102 | "aggressions": -2, 103 | "aggressive": -2, 104 | "aghast": -2, 105 | "agog": 2, 106 | "agonise": -3, 107 | "agonised": -3, 108 | "agonises": -3, 109 | "agonising": -3, 110 | "agonize": -3, 111 | "agonized": -3, 112 | "agonizes": -3, 113 | "agonizing": -3, 114 | "agree": 1, 115 | "agreeable": 2, 116 | "agreed": 1, 117 | "agreement": 1, 118 | "agrees": 1, 119 | "alarm": -2, 120 | "alarmed": -2, 121 | "alarmist": -2, 122 | "alarmists": -2, 123 | "alas": -1, 124 | "alert": -1, 125 | "alienation": -2, 126 | "alive": 1, 127 | "allergic": -2, 128 | "allow": 1, 129 | "alone": -2, 130 | "amaze": 2, 131 | "amazed": 2, 132 | "amazes": 2, 133 | "amazing": 4, 134 | "ambitious": 2, 135 | "ambivalent": -1, 136 | "amuse": 3, 137 | "amused": 3, 138 | "amusement": 3, 139 | "amusements": 3, 140 | "anger": -3, 141 | "angers": -3, 142 | "angry": -3, 143 | "anguish": -3, 144 | "anguished": -3, 145 | "animosity": -2, 146 | "annoy": -2, 147 | "annoyance": -2, 148 | "annoyed": -2, 149 | "annoying": -2, 150 | "annoys": -2, 151 | "antagonistic": -2, 152 | "anti": -1, 153 | "anticipation": 1, 154 | "anxiety": -2, 155 | "anxious": -2, 156 | "apathetic": -3, 157 | "apathy": -3, 158 | "apeshit": -3, 159 | "apocalyptic": -2, 160 | "apologise": -1, 161 | "apologised": -1, 162 | "apologises": -1, 163 | "apologising": -1, 164 | "apologize": -1, 165 | "apologized": -1, 166 | "apologizes": -1, 167 | "apologizing": -1, 168 | "apology": -1, 169 | "appalled": -2, 170 | "appalling": -2, 171 | "appease": 2, 172 | "appeased": 2, 173 | "appeases": 2, 174 | "appeasing": 2, 175 | "applaud": 2, 176 | "applauded": 2, 177 | "applauding": 2, 178 | "applauds": 2, 179 | "applause": 2, 180 | "appreciate": 2, 181 | "appreciated": 2, 182 | "appreciates": 2, 183 | "appreciating": 2, 184 | "appreciation": 2, 185 | "apprehensive": -2, 186 | "approval": 2, 187 | "approved": 2, 188 | "approves": 2, 189 | "ardent": 1, 190 | "arrest": -2, 191 | "arrested": -3, 192 | "arrests": -2, 193 | "arrogant": -2, 194 | "ashame": -2, 195 | "ashamed": -2, 196 | "ass": -4, 197 | "assassination": -3, 198 | "assassinations": -3, 199 | "asset": 2, 200 | "assets": 2, 201 | "assfucking": -4, 202 | "asshole": -4, 203 | "astonished": 2, 204 | "astound": 3, 205 | "astounded": 3, 206 | "astounding": 3, 207 | "astoundingly": 3, 208 | "astounds": 3, 209 | "attack": -1, 210 | "attacked": -1, 211 | "attacking": -1, 212 | "attacks": -1, 213 | "attract": 1, 214 | "attracted": 1, 215 | "attracting": 2, 216 | "attraction": 2, 217 | "attractions": 2, 218 | "attracts": 1, 219 | "audacious": 3, 220 | "authority": 1, 221 | "avert": -1, 222 | "averted": -1, 223 | "averts": -1, 224 | "avid": 2, 225 | "avoid": -1, 226 | "avoided": -1, 227 | "avoids": -1, 228 | "await": -1, 229 | "awaited": -1, 230 | "awaits": -1, 231 | "award": 3, 232 | "awarded": 3, 233 | "awards": 3, 234 | "awesome": 4, 235 | "awful": -3, 236 | "awkward": -2, 237 | "axe": -1, 238 | "axed": -1, 239 | "backed": 1, 240 | "backing": 2, 241 | "backs": 1, 242 | "bad": -3, 243 | "badass": -3, 244 | "badly": -3, 245 | "bailout": -2, 246 | "bamboozle": -2, 247 | "bamboozled": -2, 248 | "bamboozles": -2, 249 | "ban": -2, 250 | "banish": -1, 251 | "bankrupt": -3, 252 | "bankster": -3, 253 | "banned": -2, 254 | "bargain": 2, 255 | "barrier": -2, 256 | "bastard": -5, 257 | "bastards": -5, 258 | "battle": -1, 259 | "battles": -1, 260 | "beaten": -2, 261 | "beatific": 3, 262 | "beating": -1, 263 | "beauties": 3, 264 | "beautiful": 3, 265 | "beautifully": 3, 266 | "beautify": 3, 267 | "belittle": -2, 268 | "belittled": -2, 269 | "beloved": 3, 270 | "benefit": 2, 271 | "benefits": 2, 272 | "benefitted": 2, 273 | "benefitting": 2, 274 | "bereave": -2, 275 | "bereaved": -2, 276 | "bereaves": -2, 277 | "bereaving": -2, 278 | "best": 3, 279 | "betray": -3, 280 | "betrayal": -3, 281 | "betrayed": -3, 282 | "betraying": -3, 283 | "betrays": -3, 284 | "better": 2, 285 | "bias": -1, 286 | "biased": -2, 287 | "big": 1, 288 | "bitch": -5, 289 | "bitches": -5, 290 | "bitter": -2, 291 | "bitterly": -2, 292 | "bizarre": -2, 293 | "blah": -2, 294 | "blame": -2, 295 | "blamed": -2, 296 | "blames": -2, 297 | "blaming": -2, 298 | "bless": 2, 299 | "blesses": 2, 300 | "blessing": 3, 301 | "blind": -1, 302 | "bliss": 3, 303 | "blissful": 3, 304 | "blithe": 2, 305 | "block": -1, 306 | "blockbuster": 3, 307 | "blocked": -1, 308 | "blocking": -1, 309 | "blocks": -1, 310 | "bloody": -3, 311 | "blurry": -2, 312 | "boastful": -2, 313 | "bold": 2, 314 | "boldly": 2, 315 | "bomb": -1, 316 | "boost": 1, 317 | "boosted": 1, 318 | "boosting": 1, 319 | "boosts": 1, 320 | "bore": -2, 321 | "bored": -2, 322 | "boring": -3, 323 | "bother": -2, 324 | "bothered": -2, 325 | "bothers": -2, 326 | "bothersome": -2, 327 | "boycott": -2, 328 | "boycotted": -2, 329 | "boycotting": -2, 330 | "boycotts": -2, 331 | "brainwashing": -3, 332 | "brave": 2, 333 | "breakthrough": 3, 334 | "breathtaking": 5, 335 | "bribe": -3, 336 | "bright": 1, 337 | "brightest": 2, 338 | "brightness": 1, 339 | "brilliant": 4, 340 | "brisk": 2, 341 | "broke": -1, 342 | "broken": -1, 343 | "brooding": -2, 344 | "bullied": -2, 345 | "bullshit": -4, 346 | "bully": -2, 347 | "bullying": -2, 348 | "bummer": -2, 349 | "buoyant": 2, 350 | "burden": -2, 351 | "burdened": -2, 352 | "burdening": -2, 353 | "burdens": -2, 354 | "calm": 2, 355 | "calmed": 2, 356 | "calming": 2, 357 | "calms": 2, 358 | "cancel": -1, 359 | "cancelled": -1, 360 | "cancelling": -1, 361 | "cancels": -1, 362 | "cancer": -1, 363 | "capable": 1, 364 | "captivated": 3, 365 | "care": 2, 366 | "carefree": 1, 367 | "careful": 2, 368 | "carefully": 2, 369 | "careless": -2, 370 | "cares": 2, 371 | "casualty": -2, 372 | "catastrophe": -3, 373 | "catastrophic": -4, 374 | "cautious": -1, 375 | "celebrate": 3, 376 | "celebrated": 3, 377 | "celebrates": 3, 378 | "celebrating": 3, 379 | "censor": -2, 380 | "censored": -2, 381 | "censors": -2, 382 | "certain": 1, 383 | "chagrin": -2, 384 | "chagrined": -2, 385 | "challenge": -1, 386 | "chance": 2, 387 | "chances": 2, 388 | "chaos": -2, 389 | "chaotic": -2, 390 | "charged": -3, 391 | "charges": -2, 392 | "charm": 3, 393 | "charming": 3, 394 | "charmless": -3, 395 | "chastise": -3, 396 | "chastised": -3, 397 | "chastises": -3, 398 | "chastising": -3, 399 | "cheat": -3, 400 | "cheated": -3, 401 | "cheater": -3, 402 | "cheaters": -3, 403 | "cheats": -3, 404 | "cheer": 2, 405 | "cheered": 2, 406 | "cheerful": 2, 407 | "cheering": 2, 408 | "cheerless": -2, 409 | "cheers": 2, 410 | "cheery": 3, 411 | 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"sabotage": -2, 1952 | "sad": -2, 1953 | "sadden": -2, 1954 | "saddened": -2, 1955 | "sadly": -2, 1956 | "safe": 1, 1957 | "safely": 1, 1958 | "safety": 1, 1959 | "salient": 1, 1960 | "sappy": -1, 1961 | "sarcastic": -2, 1962 | "satisfied": 2, 1963 | "save": 2, 1964 | "saved": 2, 1965 | "scam": -2, 1966 | "scams": -2, 1967 | "scandal": -3, 1968 | "scandalous": -3, 1969 | "scandals": -3, 1970 | "scapegoat": -2, 1971 | "scapegoats": -2, 1972 | "scare": -2, 1973 | "scared": -2, 1974 | "scary": -2, 1975 | "sceptical": -2, 1976 | "scold": -2, 1977 | "scoop": 3, 1978 | "scorn": -2, 1979 | "scornful": -2, 1980 | "scream": -2, 1981 | "screamed": -2, 1982 | "screaming": -2, 1983 | "screams": -2, 1984 | "screwed": -2, 1985 | "scumbag": -4, 1986 | "secure": 2, 1987 | "secured": 2, 1988 | "secures": 2, 1989 | "sedition": -2, 1990 | "seditious": -2, 1991 | "seduced": -1, 1992 | "self-confident": 2, 1993 | "self-deluded": -2, 1994 | "selfish": -3, 1995 | "selfishness": -3, 1996 | "sentence": -2, 1997 | "sentenced": -2, 1998 | "sentences": -2, 1999 | "sentencing": -2, 2000 | "serene": 2, 2001 | "severe": -2, 2002 | "sexy": 3, 2003 | "shaky": -2, 2004 | "shame": -2, 2005 | "shamed": -2, 2006 | "shameful": -2, 2007 | "share": 1, 2008 | "shared": 1, 2009 | "shares": 1, 2010 | "shattered": -2, 2011 | "shit": -4, 2012 | "shithead": -4, 2013 | "shitty": -3, 2014 | "shock": -2, 2015 | "shocked": -2, 2016 | "shocking": -2, 2017 | "shocks": -2, 2018 | "shoot": -1, 2019 | "short-sighted": -2, 2020 | "short-sightedness": -2, 2021 | "shortage": -2, 2022 | "shortages": -2, 2023 | "shrew": -4, 2024 | "shy": -1, 2025 | "sick": -2, 2026 | "sigh": -2, 2027 | "significance": 1, 2028 | "significant": 1, 2029 | "silencing": -1, 2030 | "silly": -1, 2031 | "sincere": 2, 2032 | "sincerely": 2, 2033 | "sincerest": 2, 2034 | "sincerity": 2, 2035 | "sinful": -3, 2036 | "singleminded": -2, 2037 | "skeptic": -2, 2038 | "skeptical": -2, 2039 | "skepticism": -2, 2040 | "skeptics": -2, 2041 | "slam": -2, 2042 | "slash": -2, 2043 | "slashed": -2, 2044 | "slashes": -2, 2045 | "slashing": -2, 2046 | "slavery": -3, 2047 | "sleeplessness": -2, 2048 | "slick": 2, 2049 | "slicker": 2, 2050 | "slickest": 2, 2051 | "sluggish": -2, 2052 | "slut": -5, 2053 | "smart": 1, 2054 | "smarter": 2, 2055 | "smartest": 2, 2056 | "smear": -2, 2057 | "smile": 2, 2058 | "smiled": 2, 2059 | "smiles": 2, 2060 | "smiling": 2, 2061 | "smog": -2, 2062 | "sneaky": -1, 2063 | "snub": -2, 2064 | "snubbed": -2, 2065 | "snubbing": -2, 2066 | "snubs": -2, 2067 | "sobering": 1, 2068 | "solemn": -1, 2069 | "solid": 2, 2070 | "solidarity": 2, 2071 | "solution": 1, 2072 | "solutions": 1, 2073 | "solve": 1, 2074 | "solved": 1, 2075 | "solves": 1, 2076 | "solving": 1, 2077 | "somber": -2, 2078 | "son-of-a-bitch": -5, 2079 | "soothe": 3, 2080 | "soothed": 3, 2081 | "soothing": 3, 2082 | "sophisticated": 2, 2083 | "sore": -1, 2084 | "sorrow": -2, 2085 | "sorrowful": -2, 2086 | "sorry": -1, 2087 | "spam": -2, 2088 | "spammer": -3, 2089 | "spammers": -3, 2090 | "spamming": -2, 2091 | "spark": 1, 2092 | "sparkle": 3, 2093 | "sparkles": 3, 2094 | "sparkling": 3, 2095 | "speculative": -2, 2096 | "spirit": 1, 2097 | "spirited": 2, 2098 | "spiritless": -2, 2099 | "spiteful": -2, 2100 | "splendid": 3, 2101 | "sprightly": 2, 2102 | "squelched": -1, 2103 | "stab": -2, 2104 | "stabbed": -2, 2105 | "stable": 2, 2106 | "stabs": -2, 2107 | "stall": -2, 2108 | "stalled": -2, 2109 | "stalling": -2, 2110 | "stamina": 2, 2111 | "stampede": -2, 2112 | "startled": -2, 2113 | "starve": -2, 2114 | "starved": -2, 2115 | "starves": -2, 2116 | "starving": -2, 2117 | "steadfast": 2, 2118 | "steal": -2, 2119 | "steals": -2, 2120 | "stereotype": -2, 2121 | "stereotyped": -2, 2122 | "stifled": -1, 2123 | "stimulate": 1, 2124 | "stimulated": 1, 2125 | "stimulates": 1, 2126 | "stimulating": 2, 2127 | "stingy": -2, 2128 | "stolen": -2, 2129 | "stop": -1, 2130 | "stopped": -1, 2131 | "stopping": -1, 2132 | "stops": -1, 2133 | "stout": 2, 2134 | "straight": 1, 2135 | "strange": -1, 2136 | "strangely": -1, 2137 | "strangled": -2, 2138 | "strength": 2, 2139 | "strengthen": 2, 2140 | "strengthened": 2, 2141 | "strengthening": 2, 2142 | "strengthens": 2, 2143 | "stressed": -2, 2144 | "stressor": -2, 2145 | "stressors": -2, 2146 | "stricken": -2, 2147 | "strike": -1, 2148 | "strikers": -2, 2149 | "strikes": -1, 2150 | "strong": 2, 2151 | "stronger": 2, 2152 | "strongest": 2, 2153 | "struck": -1, 2154 | "struggle": -2, 2155 | "struggled": -2, 2156 | "struggles": -2, 2157 | "struggling": -2, 2158 | "stubborn": -2, 2159 | "stuck": -2, 2160 | "stunned": -2, 2161 | "stunning": 4, 2162 | "stupid": -2, 2163 | "stupidly": -2, 2164 | "suave": 2, 2165 | "substantial": 1, 2166 | "substantially": 1, 2167 | "subversive": -2, 2168 | "success": 2, 2169 | "successful": 3, 2170 | "suck": -3, 2171 | "sucks": -3, 2172 | "suffer": -2, 2173 | "suffering": -2, 2174 | "suffers": -2, 2175 | "suicidal": -2, 2176 | "suicide": -2, 2177 | "suing": -2, 2178 | "sulking": -2, 2179 | "sulky": -2, 2180 | "sullen": -2, 2181 | "sunshine": 2, 2182 | "super": 3, 2183 | "superb": 5, 2184 | "superior": 2, 2185 | "support": 2, 2186 | "supported": 2, 2187 | "supporter": 1, 2188 | "supporters": 1, 2189 | "supporting": 1, 2190 | "supportive": 2, 2191 | "supports": 2, 2192 | "survived": 2, 2193 | "surviving": 2, 2194 | "survivor": 2, 2195 | "suspect": -1, 2196 | "suspected": -1, 2197 | "suspecting": -1, 2198 | "suspects": -1, 2199 | "suspend": -1, 2200 | "suspended": -1, 2201 | "suspicious": -2, 2202 | "swear": -2, 2203 | "swearing": -2, 2204 | "swears": -2, 2205 | "sweet": 2, 2206 | "swift": 2, 2207 | "swiftly": 2, 2208 | "swindle": -3, 2209 | "swindles": -3, 2210 | "swindling": -3, 2211 | "sympathetic": 2, 2212 | "sympathy": 2, 2213 | "tard": -2, 2214 | "tears": -2, 2215 | "tender": 2, 2216 | "tense": -2, 2217 | "tension": -1, 2218 | "terrible": -3, 2219 | "terribly": -3, 2220 | "terrific": 4, 2221 | "terrified": -3, 2222 | "terror": -3, 2223 | "terrorize": -3, 2224 | "terrorized": -3, 2225 | "terrorizes": -3, 2226 | "thank": 2, 2227 | "thankful": 2, 2228 | "thanks": 2, 2229 | "thorny": -2, 2230 | "thoughtful": 2, 2231 | "thoughtless": -2, 2232 | "threat": -2, 2233 | "threaten": -2, 2234 | "threatened": -2, 2235 | "threatening": -2, 2236 | "threatens": -2, 2237 | "threats": -2, 2238 | "thrilled": 5, 2239 | "thwart": -2, 2240 | "thwarted": -2, 2241 | "thwarting": -2, 2242 | "thwarts": -2, 2243 | "timid": -2, 2244 | "timorous": -2, 2245 | "tired": -2, 2246 | "tits": -2, 2247 | "tolerant": 2, 2248 | "toothless": -2, 2249 | "top": 2, 2250 | "tops": 2, 2251 | "torn": -2, 2252 | "torture": -4, 2253 | "tortured": -4, 2254 | "tortures": -4, 2255 | "torturing": -4, 2256 | "totalitarian": -2, 2257 | "totalitarianism": -2, 2258 | "tout": -2, 2259 | "touted": -2, 2260 | "touting": -2, 2261 | "touts": -2, 2262 | "tragedy": -2, 2263 | "tragic": -2, 2264 | "tranquil": 2, 2265 | "trap": -1, 2266 | "trapped": -2, 2267 | "trauma": -3, 2268 | "traumatic": -3, 2269 | "travesty": -2, 2270 | "treason": -3, 2271 | "treasonous": -3, 2272 | "treasure": 2, 2273 | "treasures": 2, 2274 | "trembling": -2, 2275 | "tremulous": -2, 2276 | "tricked": -2, 2277 | "trickery": -2, 2278 | "triumph": 4, 2279 | "triumphant": 4, 2280 | "trouble": -2, 2281 | "troubled": -2, 2282 | "troubles": -2, 2283 | "true": 2, 2284 | "trust": 1, 2285 | "trusted": 2, 2286 | "tumor": -2, 2287 | "twat": -5, 2288 | "ugly": -3, 2289 | "unacceptable": -2, 2290 | "unappreciated": -2, 2291 | "unapproved": -2, 2292 | "unaware": -2, 2293 | "unbelievable": -1, 2294 | "unbelieving": -1, 2295 | "unbiased": 2, 2296 | "uncertain": -1, 2297 | "unclear": -1, 2298 | "uncomfortable": -2, 2299 | "unconcerned": -2, 2300 | "unconfirmed": -1, 2301 | "unconvinced": -1, 2302 | "uncredited": -1, 2303 | "undecided": -1, 2304 | "underestimate": -1, 2305 | "underestimated": -1, 2306 | "underestimates": -1, 2307 | "underestimating": -1, 2308 | "undermine": -2, 2309 | "undermined": -2, 2310 | "undermines": -2, 2311 | "undermining": -2, 2312 | "undeserving": -2, 2313 | "undesirable": -2, 2314 | "uneasy": -2, 2315 | "unemployment": -2, 2316 | "unequal": -1, 2317 | "unequaled": 2, 2318 | "unethical": -2, 2319 | "unfair": -2, 2320 | "unfocused": -2, 2321 | "unfulfilled": -2, 2322 | "unhappy": -2, 2323 | "unhealthy": -2, 2324 | "unified": 1, 2325 | "unimpressed": -2, 2326 | "unintelligent": -2, 2327 | "united": 1, 2328 | "unjust": -2, 2329 | "unlovable": -2, 2330 | "unloved": -2, 2331 | "unmatched": 1, 2332 | "unmotivated": -2, 2333 | "unprofessional": -2, 2334 | "unresearched": -2, 2335 | "unsatisfied": -2, 2336 | "unsecured": -2, 2337 | "unsettled": -1, 2338 | "unsophisticated": -2, 2339 | "unstable": -2, 2340 | "unstoppable": 2, 2341 | "unsupported": -2, 2342 | "unsure": -1, 2343 | "untarnished": 2, 2344 | "unwanted": -2, 2345 | "unworthy": -2, 2346 | "upset": -2, 2347 | "upsets": -2, 2348 | "upsetting": -2, 2349 | "uptight": -2, 2350 | "urgent": -1, 2351 | "useful": 2, 2352 | "usefulness": 2, 2353 | "useless": -2, 2354 | "uselessness": -2, 2355 | "vague": -2, 2356 | "validate": 1, 2357 | "validated": 1, 2358 | "validates": 1, 2359 | "validating": 1, 2360 | "verdict": -1, 2361 | "verdicts": -1, 2362 | "vested": 1, 2363 | "vexation": -2, 2364 | "vexing": -2, 2365 | "vibrant": 3, 2366 | "vicious": -2, 2367 | "victim": -3, 2368 | "victimize": -3, 2369 | "victimized": -3, 2370 | "victimizes": -3, 2371 | "victimizing": -3, 2372 | "victims": -3, 2373 | "vigilant": 3, 2374 | "vile": -3, 2375 | "vindicate": 2, 2376 | "vindicated": 2, 2377 | "vindicates": 2, 2378 | "vindicating": 2, 2379 | "violate": -2, 2380 | "violated": -2, 2381 | "violates": -2, 2382 | "violating": -2, 2383 | "violence": -3, 2384 | "violent": -3, 2385 | "virtuous": 2, 2386 | "virulent": -2, 2387 | "vision": 1, 2388 | "visionary": 3, 2389 | "visioning": 1, 2390 | "visions": 1, 2391 | "vitality": 3, 2392 | "vitamin": 1, 2393 | "vitriolic": -3, 2394 | "vivacious": 3, 2395 | "vociferous": -1, 2396 | "vulnerability": -2, 2397 | "vulnerable": -2, 2398 | "walkout": -2, 2399 | "walkouts": -2, 2400 | "wanker": -3, 2401 | "want": 1, 2402 | "war": -2, 2403 | "warfare": -2, 2404 | "warm": 1, 2405 | "warmth": 2, 2406 | "warn": -2, 2407 | "warned": -2, 2408 | "warning": -3, 2409 | "warnings": -3, 2410 | "warns": -2, 2411 | "waste": -1, 2412 | "wasted": -2, 2413 | "wasting": -2, 2414 | "wavering": -1, 2415 | "weak": -2, 2416 | "weakness": -2, 2417 | "wealth": 3, 2418 | "wealthy": 2, 2419 | "weary": -2, 2420 | "weep": -2, 2421 | "weeping": -2, 2422 | "weird": -2, 2423 | "welcome": 2, 2424 | "welcomed": 2, 2425 | "welcomes": 2, 2426 | "whimsical": 1, 2427 | "whitewash": -3, 2428 | "whore": -4, 2429 | "wicked": -2, 2430 | "widowed": -1, 2431 | "willingness": 2, 2432 | "win": 4, 2433 | "winner": 4, 2434 | "winning": 4, 2435 | "wins": 4, 2436 | "winwin": 3, 2437 | "wish": 1, 2438 | "wishes": 1, 2439 | "wishing": 1, 2440 | "withdrawal": -3, 2441 | "woebegone": -2, 2442 | "woeful": -3, 2443 | "won": 3, 2444 | "wonderful": 4, 2445 | "woo": 3, 2446 | "woohoo": 3, 2447 | "wooo": 4, 2448 | "woow": 4, 2449 | "worn": -1, 2450 | "worried": -3, 2451 | "worry": -3, 2452 | "worrying": -3, 2453 | "worse": -3, 2454 | "worsen": -3, 2455 | "worsened": -3, 2456 | "worsening": -3, 2457 | "worsens": -3, 2458 | "worshiped": 3, 2459 | "worst": -3, 2460 | "worth": 2, 2461 | "worthless": -2, 2462 | "worthy": 2, 2463 | "wow": 4, 2464 | "wowow": 4, 2465 | "wowww": 4, 2466 | "wrathful": -3, 2467 | "wreck": -2, 2468 | "wrong": -2, 2469 | "wronged": -2, 2470 | "wtf": -4, 2471 | "yeah": 1, 2472 | "yearning": 1, 2473 | "yeees": 2, 2474 | "yes": 1, 2475 | "youthful": 2, 2476 | "yucky": -2, 2477 | "yummy": 3, 2478 | "zealot": -2, 2479 | "zealots": -2, 2480 | "zealous": 2, 2481 | } 2482 | -------------------------------------------------------------------------------- /checker.go: -------------------------------------------------------------------------------- 1 | // Copyright 2019 github.com/ucirello and https://cirello.io. All rights reserved. 2 | // 3 | // Licensed under the Apache License, Version 2.0 (the "License"); 4 | // you may not use this file except in compliance with the License. 5 | // You may obtain a copy of the License at 6 | // http://www.apache.org/licenses/LICENSE-2.0 7 | // 8 | // Unless required by applicable law or agreed to writing, software distributed 9 | // under the License is distributed on a "AS IS" BASIS, WITHOUT WARRANTIES OR 10 | // CONDITIONS OF ANY KIND, either express or implied. 11 | // 12 | // See the License for the specific language governing permissions and 13 | // limitations under the License. 14 | 15 | // Package HumorChecker implements sentiment analysis tool based on the [AFINN-111 wordlist](http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6010). 16 | package HumorChecker // import "cirello.io/HumorChecker" 17 | 18 | import ( 19 | "bufio" 20 | "bytes" 21 | "io" 22 | ) 23 | 24 | // analysis is the complete sentiment calculation 25 | type analysis struct { 26 | // positivityScore is the sum of the positive sentiment points of the 27 | // analyzed text. 28 | positivityScore int 29 | 30 | // negativityScore is the sum of the negativity sentiment points of the 31 | // analyzed text. 32 | negativityScore int 33 | 34 | // positivityComparative establishes a ratio of sentiment per positive 35 | // word 36 | positivityComparative float64 37 | 38 | // negativityComparative establishes a ratio of sentiment per negative 39 | // word 40 | negativityComparative float64 41 | 42 | // positiveWords is the list of positive words for a given sentiment. 43 | positiveWords []string 44 | 45 | // negativeWords is the list of negative words for a given sentiment. 46 | negativeWords []string 47 | } 48 | 49 | // Score is the result of sentiment calculation 50 | type Score struct { 51 | // Score is the sum of the sentiment points of the analyzed text. 52 | // Negativity will render negative points only, and vice-versa. 53 | Score int 54 | 55 | // Comparative establishes a ratio of sentiment per word 56 | Comparative float64 57 | 58 | // Words is the list of words for a given sentiment. 59 | Words []string 60 | } 61 | 62 | // FullScore is the difference between positive and negative sentiment 63 | type FullScore struct { 64 | // Score is the difference between positive and negative sentiment 65 | // scores. 66 | Score int 67 | 68 | // Comparative is the difference between positive and negative sentiment 69 | // comparative scores. 70 | Comparative float64 71 | 72 | // Positive score object 73 | Positive Score 74 | 75 | // Negative score object 76 | Negative Score 77 | } 78 | 79 | func keepLettersAndSpace(str string) io.Reader { 80 | var buf bytes.Buffer 81 | for _, v := range str { 82 | switch { 83 | case v >= 'A' && v <= 'Z': 84 | buf.WriteRune(v + 32) 85 | case v >= 'a' && v <= 'z' || v == ' ': 86 | buf.WriteRune(v) 87 | } 88 | } 89 | return &buf 90 | } 91 | 92 | func calculateScore(phrase string) analysis { 93 | var phits, nhits int 94 | var pwords, nwords []string 95 | var count int 96 | 97 | scanner := bufio.NewScanner(keepLettersAndSpace(phrase)) 98 | scanner.Split(bufio.ScanWords) 99 | for scanner.Scan() { 100 | count++ 101 | word := scanner.Text() 102 | if v, ok := afinn[word]; ok { 103 | if v > 0 { 104 | phits += v 105 | pwords = append(pwords, word) 106 | } else if v < 0 { 107 | nhits -= v 108 | nwords = append(nwords, word) 109 | } 110 | } 111 | } 112 | 113 | return analysis{ 114 | positivityScore: phits, 115 | positivityComparative: float64(phits / count), 116 | positiveWords: pwords, 117 | negativityScore: nhits, 118 | negativityComparative: float64(nhits / count), 119 | negativeWords: nwords, 120 | } 121 | } 122 | 123 | func renderNegativeScore(a analysis) Score { 124 | return Score{ 125 | Score: a.negativityScore, 126 | Comparative: a.negativityComparative, 127 | Words: a.negativeWords, 128 | } 129 | } 130 | 131 | // Negativity calculates the negative sentiment of a sentence 132 | func Negativity(phrase string) Score { 133 | return renderNegativeScore(calculateScore(phrase)) 134 | } 135 | 136 | func renderPositiveScore(a analysis) Score { 137 | return Score{ 138 | Score: a.positivityScore, 139 | Comparative: a.positivityComparative, 140 | Words: a.positiveWords, 141 | } 142 | } 143 | 144 | // Positivity calculates the positive sentiment of a sentence 145 | func Positivity(phrase string) Score { 146 | return renderPositiveScore(calculateScore(phrase)) 147 | } 148 | 149 | // Analyze calculates overall sentiment 150 | func Analyze(phrase string) FullScore { 151 | analysis := calculateScore(phrase) 152 | 153 | return FullScore{ 154 | Score: analysis.positivityScore - analysis.negativityScore, 155 | Comparative: analysis.positivityComparative - analysis.negativityComparative, 156 | Positive: renderPositiveScore(analysis), 157 | Negative: renderNegativeScore(analysis), 158 | } 159 | } 160 | -------------------------------------------------------------------------------- /checker_test.go: -------------------------------------------------------------------------------- 1 | // Copyright 2019 github.com/ucirello and https://cirello.io. All rights reserved. 2 | // 3 | // Licensed under the Apache License, Version 2.0 (the "License"); 4 | // you may not use this file except in compliance with the License. 5 | // You may obtain a copy of the License at 6 | // http://www.apache.org/licenses/LICENSE-2.0 7 | // 8 | // Unless required by applicable law or agreed to writing, software distributed 9 | // under the License is distributed on a "AS IS" BASIS, WITHOUT WARRANTIES OR 10 | // CONDITIONS OF ANY KIND, either express or implied. 11 | // 12 | // See the License for the specific language governing permissions and 13 | // limitations under the License. 14 | 15 | package HumorChecker 16 | 17 | import "testing" 18 | 19 | var negAndPosTests = []struct { 20 | Function string 21 | Type string 22 | In string 23 | Expected int 24 | ExpectedComparative float64 25 | }{ 26 | {"Negativity", "Score", "bastard", 5.0, 0}, 27 | {"Negativity", "Score", "scumbag", 4.0, 0}, 28 | {"Negativity", "Score", "evil", 3.0, 0}, 29 | {"Negativity", "Score", "ache", 2.0, 0}, 30 | {"Negativity", "Score", "anti", 1.0, 0}, 31 | {"Negativity", "WordCount", "This is two anti evil words", 2.0, 0}, 32 | 33 | {"Positivity", "Score", "superb", 5.0, 0}, 34 | {"Positivity", "Score", "amazing", 4.0, 0}, 35 | {"Positivity", "Score", "admire", 3.0, 0}, 36 | {"Positivity", "Score", "amaze", 2.0, 0}, 37 | {"Positivity", "Score", "cool", 1.0, 0}, 38 | {"Positivity", "WordCount", "This is two amazing cool words", 2.0, 0}, 39 | 40 | {"Negativity", "Comparative", "Hey scumbag", 0, 2.0}, 41 | {"Negativity", "Comparative", "I'll be here till 5", 0, 0}, 42 | {"Positivity", "Comparative", "Hey amazing", 0, 2.0}, 43 | {"Positivity", "Comparative", "I'll be here till 5", 0, 0.0}, 44 | } 45 | 46 | func TestNegAndPos(t *testing.T) { 47 | var f func(string) Score 48 | for _, test := range negAndPosTests { 49 | if test.Function == "Negativity" { 50 | f = Negativity 51 | } else if test.Function == "Positivity" { 52 | f = Positivity 53 | } else { 54 | t.Fatal("Impossible humor type check") 55 | } 56 | 57 | result := f(test.In) 58 | if test.Type == "Score" { 59 | if result.Score != test.Expected { 60 | t.Errorf("got wrong score for %s in %s. got: %v. expected: %v", test.Function, test.In, result.Score, test.Expected) 61 | } 62 | } else if test.Type == "Comparative" { 63 | if result.Comparative != test.ExpectedComparative { 64 | t.Errorf("got wrong comparative for %s in %s. got: %v. expected: %v", test.Function, test.In, result.Comparative, test.Expected) 65 | } 66 | } else if test.Type == "WordCount" { 67 | if len(result.Words) != int(test.Expected) { 68 | t.Errorf("got wrong comparative for %s in %s. got: %v. expected: %v", test.Function, test.In, len(result.Words), int(test.Expected)) 69 | } 70 | } else { 71 | t.Fatal("Impossible test") 72 | } 73 | } 74 | } 75 | 76 | func TestAnalyze(t *testing.T) { 77 | // if v := Analyze("Hey Amazing Scumbag").Score; v != 0 { 78 | // t.Errorf("error analyzing score of sentence. got: %v", v) 79 | // } 80 | // if v := Analyze("Cool beans").Score; v != 1 { 81 | // t.Errorf("error analyzing score of sentence: should be positive for only positives. got: %v", v) 82 | // } 83 | // if v := Analyze("Hey scumbag").Score; v != -4 { 84 | // t.Errorf("error analyzing score of sentence: should be negative for only negatives. got: %v", v) 85 | // } 86 | if v := Analyze("Fearless!").Score; v != 2 { 87 | t.Errorf("error analyzing score of sentence: punctuation must be ignored (positive). got: %v", v) 88 | } 89 | if v := Analyze("Crash!").Score; v != -2 { 90 | t.Errorf("error analyzing score of sentence: punctuation must be ignored (negative). got: %v", v) 91 | } 92 | if v := Analyze("#fearless").Score; v != 2 { 93 | t.Errorf("error analyzing score of sentence: hashtags must be ignored (positive). got: %v", v) 94 | } 95 | if v := Analyze("#crash").Score; v != -2 { 96 | t.Errorf("error analyzing score of sentence: hashtags must be ignored (negative). got: %v", v) 97 | } 98 | // if v := Analyze("An amazing anti").Comparative; v != 1 { 99 | // t.Errorf("error analyzing comparative score of sentence. got: %v", v) 100 | // } 101 | } 102 | 103 | func BenchmarkAnalyze(b *testing.B) { 104 | text := `Lorem ipsum dolor sit amet, consectetur adipiscing elit. Praesent ut ligula semper, posuere nisl nec, sagittis tortor. Quisque tincidunt ante a auctor facilisis. Aenean dui lectus, tincidunt semper nisl non, convallis aliquet tortor. Vivamus hendrerit vehicula tempus. Suspendisse tellus elit, venenatis mollis dapibus nec, faucibus ut est. Proin a dolor et dolor gravida viverra in sed est. Pellentesque vulputate turpis vitae velit finibus mattis. 105 | 106 | Integer ultrices ac nisi non sodales. Sed velit felis, efficitur nec dapibus non, malesuada eu sem. Curabitur laoreet libero lacinia varius tristique. Ut dictum quis ex sit amet pulvinar. Sed tincidunt, ante non efficitur ornare, erat ligula porta risus, sit amet porttitor ligula odio vulputate ante. Phasellus porttitor faucibus sagittis. Ut malesuada consectetur venenatis. Pellentesque eu magna at dolor pretium maximus. Pellentesque porta velit odio, sit amet efficitur tellus commodo sed. Nam vitae pulvinar metus. Integer vitae risus ac est mattis rutrum vitae a lacus. 107 | 108 | In suscipit, risus at malesuada fringilla, dolor lorem interdum orci, at ullamcorper leo nunc sed purus. Vivamus molestie ultrices velit, et auctor dolor accumsan eu. Phasellus tincidunt tempus cursus. Fusce sit amet mattis justo, tincidunt congue neque. Aenean rutrum dolor vel tristique lacinia. Proin aliquet libero a enim iaculis maximus. Nulla est nisi, tincidunt ut feugiat ac, dictum sed tellus. Vestibulum elementum erat nec sem hendrerit sagittis. Etiam non sapien et libero fringilla elementum vel vitae augue. Aenean volutpat fermentum lorem. Nunc imperdiet ex in erat egestas, accumsan cursus diam iaculis. Donec non vehicula nisl, quis fermentum dolor. Pellentesque ultricies ex sit amet volutpat maximus. Vestibulum nec ligula sit amet sem semper tincidunt ut at magna. Integer nec pretium magna. 109 | 110 | Phasellus pulvinar orci et dictum fermentum. Ut vestibulum, turpis eget blandit molestie, magna mauris consequat nulla, vitae varius nisi turpis vel nisi. Integer ac eros enim. Integer eu pharetra arcu. Quisque id luctus dui. Curabitur fringilla, nulla quis hendrerit facilisis, justo dui rutrum libero, at auctor nisi nisl viverra sem. Praesent ornare efficitur tincidunt. Vestibulum venenatis bibendum tortor, vel laoreet lacus sagittis eu. Maecenas accumsan, tortor eu euismod dignissim, dui nisl mollis nisl, ac varius nibh lorem sed velit. Vestibulum ante ipsum primis in faucibus orci luctus et ultrices posuere cubilia Curae; Donec sit amet congue massa. Donec eget massa sed enim imperdiet efficitur. Ut tempus porta nulla, ac sollicitudin dui egestas vitae. Nullam euismod erat aliquet mattis molestie. Phasellus placerat, turpis euismod iaculis iaculis, massa quam euismod quam, eu aliquet ligula lectus quis justo. Suspendisse placerat ligula in egestas ullamcorper. 111 | 112 | Fusce at eleifend tellus, ac luctus purus. Praesent eu eros sit amet odio bibendum scelerisque. Vestibulum in dui nec ex vulputate semper a vitae lorem. Donec rutrum ex sit amet mauris iaculis consectetur. Fusce ornare luctus augue ut laoreet. Proin dui diam, laoreet eget laoreet et, ultrices eget leo. Pellentesque ac mauris in elit placerat tincidunt id vitae urna. Donec id mauris in velit volutpat convallis. Mauris pulvinar orci sapien, sed pellentesque arcu elementum ac. Nulla facilisi. Cras aliquet mauris et sapien aliquam convallis. Curabitur eu tristique diam.` 113 | for n := 0; n < b.N; n++ { 114 | Analyze(text) 115 | } 116 | } 117 | -------------------------------------------------------------------------------- /go.mod: -------------------------------------------------------------------------------- 1 | module cirello.io/HumorChecker 2 | 3 | go 1.21.4 4 | --------------------------------------------------------------------------------