Ma kēia ʻatikala e kamaʻilio mākou e pili ana he aha ka papa kuhikuhi pinepine? ʻO ka papaʻaina alapine he mea hana helu i hoʻohana ʻia e hoʻonohonoho a hōʻike i ka puʻunaue ʻana o ka ʻikepili ma luna o kahi pūʻulu waiwai. Hāʻawi i kahi ʻike maopopo a pōkole i ka nui o nā manawa i loaʻa i kēlā me kēia waiwai i kahi pūʻulu ʻikepili. Pono kēia ʻike no ka hoʻomaopopo ʻana i ka puʻunaue ʻana o ka ʻikepili a me ka ʻike ʻana i nā mamana a i ʻole nā ʻano. I ka hōʻuluʻulu manaʻo, hiki i ka papa kuhikuhi pinepine ke nānā a hoʻopaʻa i ka ʻikepili me ka ʻōnaehana, he mea nui ia i ka ʻikepili helu.
1. Kaʻanuʻu i kēlā me kēia ʻanuʻu ➡️ He aha ka papa kuhikuhi pinepine?
He aha ka papa alapine (frequency)?
A tabla de frecuencia He ala ia e hoʻonohonoho a hōʻike i ka ʻikepili ma nā helu. Hāʻawi ia iā ʻoe e nānā a hoʻopaʻa ʻia i ka hāʻawi ʻana i ka ʻikepili i kahi laʻana a i ʻole heluna kanaka. Hāʻawi i ka ʻike e pili ana i ke alapine o kēlā me kēia waiwai a i ʻole ʻāpana i kahi pūʻulu ʻikepili, e kōkua i ka ʻike ʻana i nā mamana a me nā ʻano.
- KaʻAnuʻu Hana 1: E hōʻiliʻili i ka ʻikepili āu e makemake ai e kālailai. Hiki iā lākou ke helu, huaʻōlelo a i ʻole nā waeʻano.
- KaʻAnuʻu Hana 2: E hoʻonohonoho i nā ʻikepili i nā lālani a me nā kolamu. Pono ka kolamu mua i nā waiwai a i ʻole nā waeʻano, aʻo ka kolamu ʻelua e loaʻa nā alapine kūpono.
- KaʻAnuʻu Hana 3: E helu i ke alapine o kēlā me kēia waiwai a i ʻole ʻāpana. E helu i ka nui o ka manawa e puka mai ai kēlā me kēia waiwai a hoʻopaʻa i kēia ʻike ma ke kolamu alapine.
- KaʻAnuʻu Hana 4: Hoʻoholo i ka huina o ka nānā ʻana a i ʻole ka ʻikepili. Hoʻohui i nā alapine a pau e loaʻa ai kēia waiwai.
- KaʻAnuʻu Hana 5: E helu i ka alapine pili o kēlā me kēia waiwai a i ʻole ʻāpana. E puunaue i ke alapine (frequency) o kela a me keia waiwai me ka huina o ka nana ana a e hoonui i ka 100 a loaa ka pakeneka.
- KaʻAnuʻu Hana 6: Hoʻohui i kahi lālani i ka hope o ka pākaukau e hōʻike i nā alapine kumulative. ʻO ke alapine kumulative ka huina o nā alapine a pau a hiki i kēlā wahi.
- KaʻAnuʻu Hana 7: No ka hōʻike ʻike ʻike maʻalahi, hiki iā ʻoe ke hōʻike i ka papa pinepine ma ka pakuhi, e like me ka histogram a i ʻole ka pakuhi pahu.
I kēia manawa ua ʻike ʻoe i ka mea a tabla de frecuencia a pehea e hana ai, hiki iā ʻoe ke hoʻohana i kēia hāmeʻa helu no ka nānā ʻana i kāu mau ʻikepili ponoʻī a loaʻa i ka ʻike koʻikoʻi e pili ana i ka hāʻawi ʻana i nā waiwai a i ʻole nā ʻāpana!
Nīnau a me nā Pane
1. He aha ka papa kuhikuhi pinepine?
- ʻO ka papa ʻaina alapine (frequency table) kahi ala e hōʻike ai i ka ʻikepili ma ke ʻano hoʻonohonoho a hōʻuluʻulu ʻia.
- Hoʻohana ʻia ia e hōʻike i ka nui o nā manawa i loaʻa ai kēlā me kēia waiwai a i ʻole ʻāpana i kahi pūʻulu ʻikepili.
- Hāʻawi ia iā ʻoe e ʻike i nā hiʻohiʻona a i ʻole nā ʻano o ka ʻikepili.
- He mea paahana koʻikoʻi ia i ka ʻikepili a me ka ʻikepili.
- ʻO ka papa kuhikuhi pinepine e maʻalahi ka hoʻomaopopo ʻana i ka hāʻawi ʻana i ka ʻikepili.
2. He aha ke ʻano o ka papa pinepine?
- He ʻelua kolamu nui ka papa ʻaina: hoʻokahi kolamu no nā ʻāpana a i ʻole nā waiwai a me kekahi kolamu no nā alapine.
- Hōʻike nā kolamu kāʻei i nā waiwai like ʻole a i ʻole nā kāwai i hiki i ka ʻikepili ke lawe.
- Hoʻopaʻa ke kolamu alapine i ka helu o nā manawa i hōʻike ʻia kēlā me kēia waiwai a i ʻole ʻāpana i ka ʻikepili.
3. He aha ka papa kuhikuhi pinepine?
- Hoʻohana ʻia kahi papa alapine no ka hoʻonohonoho a hōʻuluʻulu ʻana i ka ʻikepili me ka ʻike maka.
- Hāʻawi ia iā ʻoe e ʻike i ka hāʻawi ʻana o nā waiwai a i ʻole nā ʻāpana i kahi hoʻonohonoho data.
- He mea maʻalahi ia e hoʻohālikelike i ke alapine o nā waiwai like ʻole a i ʻole nā ʻāpana.
- He mea maikaʻi ke ʻike i nā outliers a i ʻole outliers i ka ʻikepili.
- Hoʻohana ʻia ia ma ke ʻano he kumu hoʻomaka no nā ʻikepili helu ʻoi aʻe.
4. Pehea e hana ʻia ai ka papa kuhikuhi pinepine?
- Hoʻonohonoho i ka ʻikepili ma ke ʻano piʻi a i ʻole ka iho ʻana, ma muli o ke ʻano o ka loli.
- E ʻike i nā ʻāpana ʻokoʻa a i ʻole nā waiwai i ʻike ʻia i ka ʻikepili.
- E hana i hoʻokahi kolamu no nā ʻano a me kekahi kolamu no nā alapine.
- E helu i ka helu o nā manawa e ʻike ʻia ai kēlā me kēia ʻāpana a i ʻole ka waiwai a kākau i lalo i ke kolamu alapine.
- E hōʻoia i ka papa kuhikuhi pinepine i nā waeʻano a i ʻole nā waiwai i loaʻa i ka ʻikepili.
5. Pehea ka wehewehe ʻana i ka papa kuhikuhi pinepine?
- E nānā i ke kolamu alapine a hoʻohālikelike i nā waiwai.
- E ʻike i nā ʻāpana a i ʻole nā waiwai i loaʻa ke alapine kiʻekiʻe.
- E ʻike inā loaʻa nā outliers a i ʻole nā waeʻano me ke alapine haʻahaʻa loa.
- E noʻonoʻo i nā hiʻohiʻona a i ʻole nā hiʻohiʻona o ka hāʻawi ʻana i ka ʻikepili e like me nā alapine.
- E hoʻohana i ka papaʻaina alapine (frequency table) e ʻike ai i ka ʻikepili ma mua o ka hana ʻana i ka ʻikepili kikoʻī.
6. He aha nā ʻano o ka ʻikepili i hiki ke hōʻike ʻia ma ka papa pinepine?
- Hiki ke hōʻike ʻia ka ʻikepili helu a i ʻole ka helu ma ka papa kuhikuhi pinepine.
- No ka ʻikepili helu, hiki i nā waeʻano ke lilo i ka wā a i ʻole nā pae.
- No ka ʻikepili helu, ʻo nā kāwai nā koho ʻokoʻa a i ʻole nā lepili i hiki i ka ʻikepili ke lawe.
- He mea nui e koho i ke ʻano kūpono o ka pākaukau pinepine ma muli o ke ʻano o ka ʻikepili.
7. He aha ka ʻokoʻa ma waena o ka papa ʻaina paʻa a me ka pili?
- Hōʻike ka papa ʻaina alapine loa i ka huina o nā manawa e ʻike ʻia ai kēlā me kēia waiwai a i ʻole ʻāpana i ka ʻikepili.
- Hōʻike ka papa kuhikuhi pinepine pili i ka pākēneka a i ʻole ka hapa o nā manawa i ʻike ʻia kēlā me kēia waiwai a i ʻole ʻāpana i ka ʻikepili.
- He mea pono nā ʻano papa ʻelua a hāʻawi i nā ʻike like ʻole e pili ana i ka ʻikepili.
- Hōʻike ka papa ʻaina alapine piha i ka puʻunaue pololei o nā waiwai, ʻoiai ʻo ka papa kuhikuhi pili i hiki ke hoʻohālikelike ʻia i nā pūʻulu ʻikepili like ʻole.
8. Hiki i ka papa alapine ke hoʻokomo i nā kolamu ʻoi aku ma mua o ʻelua?
- ʻAe, hiki i ka papa ʻaina alapine ke hoʻokomo i ʻoi aku ma mua o ʻelua kolamu.
- Ma waho aʻe o ke kolamu waeʻano a me ke kolamu alapine, hiki ke hoʻohui ʻia nā kolamu hou ma muli o nā pono a i ʻole nā hiʻohiʻona o ka ʻikepili.
- No ka laʻana, hiki ke hoʻohui ʻia kahi kolamu alapine kumulative e hōʻike i ka huina kumulative o nā alapine.
- Hiki ke hoʻokomo pū ʻia nā kolamu no ka hōʻike ʻana i ka pili a i ʻole ka pākēneka pinepine, me nā koho ʻē aʻe.
9. Pehea e hōʻike ʻia ai ka papa pinepine ma ke kiʻi?
- Hiki ke hōʻike kiʻi ʻia kahi papa alapine me ka histogram, bar graph, a i ʻole ka pakuhi pai.
- ʻO ka histogram kahi hiʻohiʻona hiʻohiʻona o ka hāʻawi ʻana i ka ʻikepili ma ka papa kuhikuhi, kahi e hōʻike ai nā kī i nā ʻāpana a ʻo ko lākou kiʻekiʻe e hōʻike ana i ke alapine.
- Ua like ka pakuhi pahu me ka histogram, akā, ʻaʻole i pili nā kī a ʻaʻole pono e hōʻike i nā waeʻano.
- Hōʻike ka pakuhi pai, ʻike ʻia hoʻi ma ke ʻano he pakuhi paʻi, i nā ʻāpana o kēlā me kēia ʻāpana e pili ana i ka huina.
10. Ma hea e hoʻohana ʻia ai ka papa kuhikuhi pinepine?
- He papa pinepine hiki ke hoʻopili ʻia ma nā ʻano like ʻole, e like me ka noiʻi ʻepekema, ʻoihana waiwai, kālepa a me ka ʻepekema.
- He mea maikaʻi ia i kēlā me kēia kūlana kahi e pono ai ʻoe e kālailai a hōʻuluʻulu i ka ʻikepili ma kahi ʻano hoʻonohonoho a maopopo.
- Hoʻohana ʻia ia i ka noiʻi mākeke no ka nānā ʻana i nā makemake o nā mea kūʻai aku a loiloi i ka kūleʻa o nā huahana a i ʻole nā lawelawe.
- Ma ka ʻepekema pilikanaka, hoʻohana ʻia e kālailai i ka ʻikepili demographics, ka nohona pili kanaka a me nā manaʻo o ka heluna kanaka.
ʻO wau ʻo Sebastián Vidal, he ʻenekinia kamepiula makemake nui i ka ʻenehana a me DIY. Eia kekahi, ʻo wau ka mea nāna i hana tecnobits.com, kahi aʻu e kaʻana like ai i nā kumu aʻo e hoʻomaʻamaʻa a hoʻomaopopo ʻia ka ʻenehana i nā mea a pau.