BoS pilot
TODO
Pre-process
Metrics
Paid $2.50 for 15 minutes with up to $4 bonus stated.
Sigh for those couple games.
## # A tibble: 5 x 3
## gameId total_time num_rounds
## <chr> <dbl> <dbl>
## 1 3NNzcmFe4Lqc76pWs 9.23 39
## 2 ayRiqvCEhCCSxAnS2 1.26 39
## 3 KMKga8KMs6QZFc9dR 8.14 39
## 4 Nmb4cLjaDsHqt8ByN 4.49 39
## 5 XWBXWaM8fHb2pPETr 11.2 39Some groups come close to maxxing bonuses
## # A tibble: 10 x 3
## playerId data.bonus gameId
## <chr> <dbl> <chr>
## 1 Doke7X7WNnFwHZP4E 3.82 3NNzcmFe4Lqc76pWs
## 2 ekSbCaWp5aNMFarbX 3.78 3NNzcmFe4Lqc76pWs
## 3 3XoD7AQvHu3avJ9Fo 1.84 ayRiqvCEhCCSxAnS2
## 4 STXF4MBw6pAhpFQzR 1.94 ayRiqvCEhCCSxAnS2
## 5 9d7wNGCZf54Nyvkts 3.9 KMKga8KMs6QZFc9dR
## 6 zDMEyFj4dThs4gzrp 3.88 KMKga8KMs6QZFc9dR
## 7 2kmtbTcHRHurrspLX 1.8 Nmb4cLjaDsHqt8ByN
## 8 hgJpQRAv9sMrD6464 1.72 Nmb4cLjaDsHqt8ByN
## 9 CabZtomiyfsZdYF9Q 4.28 XWBXWaM8fHb2pPETr
## 10 dhz4DnHhhaPYQNCay 4.3 XWBXWaM8fHb2pPETrNumber of utterances
pre-chat – really we want word count not utterances, but eh. From skimming people do talk some.
## # A tibble: 10 x 3
## # Groups: gameId [5]
## gameId playerId n
## <chr> <chr> <int>
## 1 3NNzcmFe4Lqc76pWs Doke7X7WNnFwHZP4E 6
## 2 3NNzcmFe4Lqc76pWs ekSbCaWp5aNMFarbX 8
## 3 ayRiqvCEhCCSxAnS2 3XoD7AQvHu3avJ9Fo 7
## 4 ayRiqvCEhCCSxAnS2 STXF4MBw6pAhpFQzR 6
## 5 KMKga8KMs6QZFc9dR 9d7wNGCZf54Nyvkts 9
## 6 KMKga8KMs6QZFc9dR zDMEyFj4dThs4gzrp 15
## 7 Nmb4cLjaDsHqt8ByN 2kmtbTcHRHurrspLX 7
## 8 Nmb4cLjaDsHqt8ByN hgJpQRAv9sMrD6464 8
## 9 XWBXWaM8fHb2pPETr CabZtomiyfsZdYF9Q 4
## 10 XWBXWaM8fHb2pPETr dhz4DnHhhaPYQNCay 4## # A tibble: 10 x 4
## # Groups: gameId [5]
## gameId playerId n data.bonus
## <chr> <chr> <int> <dbl>
## 1 3NNzcmFe4Lqc76pWs Doke7X7WNnFwHZP4E 24 3.82
## 2 3NNzcmFe4Lqc76pWs ekSbCaWp5aNMFarbX 22 3.78
## 3 KMKga8KMs6QZFc9dR 9d7wNGCZf54Nyvkts 27 3.9
## 4 KMKga8KMs6QZFc9dR zDMEyFj4dThs4gzrp 51 3.88
## 5 Nmb4cLjaDsHqt8ByN 2kmtbTcHRHurrspLX 5 1.8
## 6 Nmb4cLjaDsHqt8ByN hgJpQRAv9sMrD6464 5 1.72
## 7 XWBXWaM8fHb2pPETr CabZtomiyfsZdYF9Q 40 4.28
## 8 XWBXWaM8fHb2pPETr dhz4DnHhhaPYQNCay 12 4.3
## 9 ayRiqvCEhCCSxAnS2 3XoD7AQvHu3avJ9Fo NA 1.84
## 10 ayRiqvCEhCCSxAnS2 STXF4MBw6pAhpFQzR NA 1.94When they talk
(Full chat transcript at bottom)
What do people choose
“AA”:Best for P1 “BB”:Best for P2
Looks like there’s convergence by 20 for the groups that converge, but it may not be obvious they have – 40 rounds looks right.
Player 2 prefers option B, player 1 prefers action A.
What do they say about the game
## # A tibble: 10 x 3
## playerId human workedWell
## <chr> <chr> <chr>
## 1 Do yes stronglyAgree
## 2 ek yes stronglyAgree
## 3 ST yes neutral
## 4 3X no neutral
## 5 zD yes stronglyAgree
## 6 9d yes stronglyAgree
## 7 hg yes stronglyAgree
## 8 2k yes agree
## 9 Ca yes stronglyAgree
## 10 dh yes stronglyAgree## # A tibble: 10 x 2
## playerId fair
## <chr> <chr>
## 1 Do very fair
## 2 ek yes
## 3 ST Yes.
## 4 3X I think it was ok
## 5 zD Yes
## 6 9d Yes, the payment was more than fair.
## 7 hg Yes
## 8 2k Yes it was definitely fair.
## 9 Ca Yes
## 10 dh yes## # A tibble: 10 x 2
## playerId chatUseful
## <chr> <chr>
## 1 Do very easy
## 2 ek yes
## 3 ST Yes, of course!
## 4 3X Yes, it was pretty straightforward
## 5 zD Really easy
## 6 9d Yes, it was very easy to use and made the study much more interesti…
## 7 hg Yes
## 8 2k Yes very easy and simple.
## 9 Ca Yes
## 10 dh yesChat
| gameId | playerId | repNum | text |
|---|---|---|---|
| Nm | 2k | NA | Hi there |
| Nm | hg | NA | Hiya, should we answer the questions on the right first? |
| Nm | 2k | NA | Yeah lets do it |
| Nm | hg | NA | The weather here is rainy. What about you? |
| Nm | 2k | NA | It is the same here, hailstoning! |
| Nm | 2k | NA | whats your fav flavour of pie? |
| Nm | hg | NA | o wow sounds crazy over there. |
| Nm | hg | NA | I dont really have one , maybe apple |
| Nm | hg | NA | yours? |
| Nm | 2k | NA | Hmm im the same, Im not the biggest fan but I’ll eat anything haha |
| Nm | 2k | NA | An animal you think looks silly? |
| Nm | hg | NA | Maybe a sloth. Not really the way they look but the way they move |
| Nm | hg | NA | what about you?? |
| Nm | 2k | NA | Cool haha I can see that! ermm probably babboons, they look funny haha |
| Nm | hg | NA | Oh thats a good one, or orangutans |
| Nm | 2k | 4 | Ahh i feel like we need some luck haha |
| Nm | hg | 6 | This is going by so fast lol |
| Nm | 2k | 10 | were getting some points now haha |
| Nm | hg | 11 | how bout we alternate, you get more first then me |
| Nm | hg | 11 | then u then me |
| Nm | 2k | 12 | yeah |
| Nm | hg | 16 | I dont think that works lol |
| Nm | 2k | 18 | lets just hope for the best haha |
| Nm | 2k | 39 | been fun, thanks! |
| Nm | hg | 39 | Thanks to you too for being quick |
| ay | ST | NA | Hi |
| ay | 3X | NA | Hi! |
| ay | ST | NA | Your favourite flavor pie? |
| ay | 3X | NA | Apple pie, what about you? |
| ay | ST | NA | Me too. |
| ay | ST | NA | And, whats your favourite animal? |
| ay | 3X | NA | Yeah, great! I guess we both like apples. :P |
| ay | 3X | NA | Well, I live with two cats |
| ay | 3X | NA | So I’ll say “cat” |
| ay | ST | NA | Oh okay thats nice! |
| ay | 3X | NA | Let’s try our best, even if it’s just luck, I guess |
| ay | 3X | NA | ^^ |
| ay | ST | NA | Okaaay |
| XW | Ca | NA | hello |
| XW | dh | NA | hi |
| XW | Ca | NA | I don’t know any ice breakers sorry |
| XW | dh | NA | ahah dont worry |
| XW | dh | NA | where are you from? |
| XW | Ca | NA | Portugal, you? |
| XW | dh | NA | Portugal too ahah |
| XW | Ca | NA | Boa :) |
| XW | Ca | 0 | want to win more money first? |
| XW | dh | 0 | sure |
| XW | Ca | 0 | so, green box |
| XW | Ca | 0 | right? |
| XW | dh | 0 | ya |
| XW | Ca | 1 | purple? |
| XW | dh | 1 | yes |
| XW | Ca | 2 | uncolored? |
| XW | dh | 2 | ok |
| XW | Ca | 3 | red |
| XW | dh | 4 | green? |
| XW | Ca | 4 | ye |
| XW | Ca | 5 | uncolored |
| XW | dh | 6 | green |
| XW | dh | 7 | pink’ |
| XW | dh | 7 | ? |
| XW | Ca | 7 | sure |
| XW | Ca | 8 | blue |
| XW | Ca | 9 | we’re even now :D |
| XW | Ca | 9 | purple? |
| XW | dh | 9 | sure |
| XW | Ca | 10 | blue |
| XW | Ca | 11 | red |
| XW | Ca | 12 | green |
| XW | Ca | 13 | blue |
| XW | Ca | 14 | blue |
| XW | Ca | 15 | green |
| XW | Ca | 16 | ehm |
| XW | Ca | 16 | purple |
| XW | Ca | 16 | so, first one |
| XW | Ca | 17 | pink |
| XW | Ca | 18 | green |
| XW | Ca | 19 | pink |
| XW | Ca | 20 | blue |
| XW | Ca | 21 | pink |
| XW | Ca | 22 | green |
| XW | Ca | 23 | uncolored |
| XW | Ca | 24 | pink? |
| XW | Ca | 26 | yellow |
| XW | Ca | 27 | green |
| XW | Ca | 28 | up to you |
| XW | dh | 28 | second |
| XW | Ca | 29 | okay they are probably not in the same order |
| XW | dh | 29 | yeah… |
| XW | Ca | 29 | let’s go blue |
| XW | dh | 29 | blue |
| XW | Ca | 30 | purple |
| XW | Ca | 31 | green |
| XW | Ca | 32 | uncolored |
| XW | Ca | 33 | pink |
| XW | Ca | 34 | purple |
| XW | Ca | 36 | go uncolored |
| KM | zD | NA | Hello |
| KM | 9d | NA | Hi |
| KM | zD | NA | Let’s work as a team? |
| KM | 9d | NA | Of course |
| KM | 9d | NA | We choose always the same color? |
| KM | zD | NA | Depends |
| KM | zD | NA | We try to split the points 50/50 |
| KM | 9d | NA | first of all, where are you from? |
| KM | zD | NA | Portugal and you? |
| KM | 9d | NA | Tambem ahahah |
| KM | zD | NA | ahahahah |
| KM | zD | NA | às tantas conheço-te |
| KM | zD | NA | Lisboa? |
| KM | 9d | NA | Achas que ha alguma regra no jogo ou vai ser random? |
| KM | 9d | NA | Aveiro |
| KM | zD | NA | dá para falar não dá? |
| KM | zD | NA | durante o jogo |
| KM | zD | NA | se der logo vemos… |
| KM | 9d | NA | Eu pensava que so dava para falar agora, mas nao sei´ |
| KM | zD | NA | se n der logo vemos |
| KM | zD | NA | ahahah |
| KM | zD | NA | até já |
| KM | zD | NA | boa sorte |
| KM | 9d | NA | boa sorte´ |
| KM | zD | 0 | da para falar |
| KM | 9d | 0 | yes |
| KM | zD | 0 | vermelho |
| KM | zD | 3 | verde |
| KM | zD | 4 | vamos trocando |
| KM | zD | 4 | ora ganha um ora outro |
| KM | 9d | 4 | ok ok |
| KM | 9d | 5 | verde´ |
| KM | zD | 5 | merda |
| KM | zD | 5 | escolhi a outra |
| KM | zD | 6 | escolhemos sempre a da direita |
| KM | 9d | 6 | vermelho |
| KM | zD | 6 | agora é a amarela |
| KM | zD | 6 | porra |
| KM | zD | 6 | ahahahh |
| KM | 9d | 7 | qual? |
| KM | zD | 7 | a da direita |
| KM | zD | 7 | a verde |
| KM | zD | 8 | direita |
| KM | zD | 8 | sempre a da direita |
| KM | zD | 15 | direita pah |
| KM | 9d | 16 | a tua direita nao é igual à minha xD |
| KM | zD | 17 | qual selecionaste? |
| KM | zD | 17 | com calma |
| KM | zD | 17 | temos 3 minutos… |
| KM | 9d | 17 | agora a roxa |
| KM | zD | 17 | para aproxima ganho eu |
| KM | 9d | 18 | escolhe |
| KM | zD | 18 | azul |
| KM | zD | 19 | azul de novo pode ser? |
| KM | 9d | 20 | azul |
| KM | zD | 20 | azul |
| KM | zD | 21 | ~verde |
| KM | zD | 22 | amarelo |
| KM | zD | 23 | roxo |
| KM | 9d | 23 | roxo |
| KM | zD | 24 | roxo |
| KM | 9d | 24 | amarelo |
| KM | 9d | 24 | qual? |
| KM | zD | 24 | roxo |
| KM | zD | 24 | ganhas tu |
| KM | zD | 25 | roxo |
| KM | 9d | 25 | tens de ganhar tu |
| KM | zD | 26 | amarelo ok? |
| KM | 9d | 26 | amarelo |
| KM | zD | 27 | top |
| KM | zD | 27 | o prolific paga |
| KM | zD | 27 | vermelho |
| KM | 9d | 28 | espera |
| KM | zD | 28 | ok |
| KM | 9d | 28 | verde e ganhas tu |
| KM | zD | 28 | ok thanks |
| KM | 9d | 29 | amarelo´ |
| KM | zD | 29 | okapa |
| KM | 9d | 30 | vermelo |
| KM | 9d | 31 | red |
| KM | zD | 31 | vai dando tu as calls |
| KM | 9d | 32 | azul |
| KM | 9d | 33 | azul |
| KM | zD | 33 | achas que vamos receber a gutia? |
| KM | zD | 33 | guita |
| KM | 9d | 33 | acho que so vai ate 2.5 xD |
| KM | 9d | 34 | roxo |
| KM | zD | 34 | ent bora despachar isto? |
| KM | zD | 34 | metemos ao calhas? |
| KM | 9d | 34 | nao xD pode ser que deem |
| KM | zD | 34 | okok |
| KM | 9d | 35 | verde |
| KM | 9d | 36 | roxo |
| KM | zD | 36 | ahahhahah |
| KM | zD | 36 | são as duas |
| KM | zD | 36 | vou meter a roxo |
| KM | 9d | 37 | ja temos o mesmo valor agora |
| KM | zD | 37 | top |
| KM | zD | 37 | GG |
| KM | zD | 37 | azul |
| KM | zD | 38 | sem cor |
| KM | zD | 39 | roxo |
| 3N | ek | NA | hi |
| 3N | Do | NA | hello! |
| 3N | ek | NA | how are you? |
| 3N | Do | NA | I’m fine, I thought it would never find a partner :P |
| 3N | Do | NA | You? |
| 3N | ek | NA | im fine too yeah i was a bit late i was making myself some tea |
| 3N | ek | NA | so where are you from? |
| 3N | Do | NA | I’m from Greece |
| 3N | ek | NA | oh nice |
| 3N | ek | NA | i’m from Poland |
| 3N | Do | NA | It’s both nice and bad :/ |
| 3N | Do | NA | Oh nice! |
| 3N | ek | NA | yeah same here |
| 3N | ek | NA | lets get maximum bonus :D |
| 3N | ek | 0 | okej should we open both green? |
| 3N | Do | 0 | altrght |
| 3N | Do | 1 | now I open thw tight ine |
| 3N | Do | 1 | right |
| 3N | ek | 1 | this more green one? |
| 3N | ek | 1 | lets do this like you got more and next round i got more points |
| 3N | Do | 1 | yeah, weird colors tho |
| 3N | Do | 1 | oh basically I meant to get the one that maximizes your points |
| 3N | Do | 1 | we’’ll fix it next round |
| 3N | ek | 2 | oh shit |
| 3N | Do | 2 | f*cking colors |
| 3N | Do | 4 | i chose yellow |
| 3N | ek | 4 | oh |
| 3N | ek | 5 | what color did you take? |
| 3N | Do | 5 | the pink one |
| 3N | ek | 6 | take this brownish |
| 3N | Do | 7 | green? |
| 3N | ek | 7 | yeah one for me one for you |
| 3N | ek | 7 | and lets do it to the end |
| 3N | ek | 16 | omg sorry |
| 3N | Do | 16 | the blue/green |
| 3N | Do | 16 | it’s ok |
| 3N | ek | 18 | now this more wooden one right? |
| 3N | Do | 18 | the kinda red one |
| 3N | Do | 18 | gives you 6 |
| 3N | ek | 21 | oh |
| 3N | ek | 22 | purple now |
| 3N | Do | 24 | pink? |
| 3N | ek | 24 | puprle? |
| 3N | ek | 24 | yeah xd |
| 3N | Do | 28 | you’d get 5 with the green |
| 3N | ek | 28 | sory im doing it too fast |
| 3N | Do | 28 | it’s ok np |
| 3N | ek | 28 | pink now |
| 3N | Do | 28 | ok |
| 3N | Do | 29 | pink |
| 3N | ek | 31 | yellow right? |
| 3N | Do | 31 | yes |
| 3N | ek | 36 | purple |
| 3N | Do | 37 | do u want 1 extra? |
| 3N | Do | 37 | since I have more? |
| 3N | ek | 37 | no thats fine |
| 3N | Do | 37 | also, which one now? |
| 3N | ek | 37 | now i took yellow |
| 3N | ek | 39 | green? |
| 3N | Do | 39 | yeah |