CalCofi1 Update2.md Changes #44
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Increased text size for sardine and opah scatter plots
| @@ -27,13 +27,13 @@ In our last progress update, we took a brief look at the visual relationship bet | |||
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| <img src="https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/update2_exploratory.png" alt="drawing" /> | |||
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| @@ -27,13 +27,13 @@ In our last progress update, we took a brief look at the visual relationship bet | |||
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| <img src="https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/update2_exploratory.png" alt="drawing" /> | |||
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| At this point, we wanted to explore the possibility of a more causal relationship by offsetting the years between the datasets. This way, it would give us a better look if, for example, a higher larvae count 2-4 years ago could potentially predict a higher fishery catch later. We performed a basic linear correlation on the offset data, generating the following graph: | |||
| At this point, we wanted to explore the possibility of a more causal relationship. We decided to calculate the correlation of Larva_(t) and Fish_(t+x), with x being between (-2, 7). This way, it would give us a better look if, for example, a higher larvae count 2-4 years ago could potentially predict a higher fishery catch later. We performed a basic linear correlation on the offset data, generating the following graph: | |||
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| @@ -77,9 +77,9 @@ fish that is to be caught in the future years because more fish are becoming adu | |||
| from those larvae. | |||
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| ### d) Total Catch vs. Larvae Amounts (with years) | |||
| <img src=https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/meanlarvaevscatchlbsopah.png alt="drawing" /> | |||
| <img src=https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/opah_fixedc.png alt="drawing" /> | |||
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| <img src=https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/meanlarvaevscatchlbssardine.png alt="drawing"> | ||
| <img src=https://raw.githubusercontent.com/gavintieng/ucsb-ds-capstone-2021.github.io/main/ucsb_ds_capstone_projects_2021/projects/calcofi1/sardine_fixedc.png alt="drawing"> |
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