733ad68cef
trying to fix the link to the r notebook network approach
James Twose
2022-06-28 21:11:17 +02:00
9af36c67d0
Starting an EDA on the mult_wave part of the citizen_shield project and looking into a bunch of networks linking the determinants with the least amount of missing data
James Twose
2022-06-28 21:03:40 +02:00
d3d4571467
Starting an EDA on the mult_wave part of the citizen_shield project and looking into a bunch of networks linking the determinants with the least amount of missing data
James Twose
2022-06-28 20:58:43 +02:00
ed87bbdd38
changing explained_variance_ to explained_variance_ratio_
James
2022-01-24 11:02:41 +00:00
f30b446110
adding for loop and full PCA output to the script to allow better comparison with Matti's output
James
2022-01-24 09:26:42 +00:00
ef9bfed85c
adding for loop and full PCA output to the script to allow better comparison with Matti's output
James
2022-01-24 09:26:14 +00:00
c9375717be
adding Matti's Rmd script for the windowed PCA approach
James
2022-01-24 08:09:03 +00:00
85bc7f9be6
Adding the windowed PCA applied to gaussian random data
James
2022-01-23 20:21:43 +00:00
b0ac44e68c
running windowed PCA with the Netherlands
James
2022-01-23 20:09:38 +00:00
6f7b42dadc
running the Finnish dataset with the windowed PCA
James
2022-01-23 20:00:06 +00:00
4b53635cc6
Running the windowed PCA approach with the same data as Matti to allow for comparison
James
2022-01-23 12:49:09 +00:00
efacaa013b
Merge branch 'main' of github.com:jameshtwose/matti_jms_collabs into main
James
2022-01-22 10:01:35 +00:00
33c45960e5
Looking into the COVID-19 data from university of maryland and facebook
James
2022-01-22 10:01:15 +00:00
ac27be6bab
first attempt at the combination of demographics into one binary variable based on gower clustering, then classifying this binary variable using various classification algorithms
James Twose
2021-12-06 10:32:17 +01:00
bb96398104
Looking into gower clustering to match the demographics
James Twose
2021-11-27 19:49:01 +01:00
4d1181add3
running the classification script with income - classification is 1 and 2 vs 4 and 5
James
2021-11-25 09:59:43 +01:00
0193b7a699
running the classification script with underage_children
James
2021-11-25 09:53:23 +01:00
d733ba9daf
running the classification script with living_with
James
2021-11-25 09:44:34 +01:00
91ad026b96
running the classification script with education - binning is 1 and 2, vs 3,4,5
James
2021-11-25 09:39:13 +01:00
bb55e062ba
running the classification script with region - binning is 17 vs rest
James
2021-11-25 09:31:17 +01:00
a2330f2072
running the classification script with gender
James
2021-11-25 09:22:41 +01:00
6a13e6600f
Reorganising the folder structure and create a classification notebook for the new citizen shield data - currently the classification is young vs old using determinants to do with mask usage - main finding is that older people have more faith in masks to stop spread
James Twose
2021-11-23 17:35:17 +01:00
30a29b150f
Creating spiral graphs for the work motivation recurrence networks
James Twose
2021-11-23 13:02:29 +01:00
1c32f3f7fd
Running complexity resonance analyses of the users' daily data with at least 30 days
James Twose
2021-06-15 11:34:14 +02:00
67296f0cc1
starting the recurrence networks stuff for the daily work motivation stuff
James Twose
2021-06-14 21:51:16 +02:00
d93e0d87ce
Running a linear mixed model - there is a significant link between Dedication and RAI on a group level over time when taking user id into account
James Twose
2021-06-13 21:12:30 +02:00
32c0bc08bb
running an EDA of the daily work motivation data - need to discuss about how to deal with missingness in data - should also remove weekend days from the time series as we are only concerned with week day fluctuations
James Twose
2021-06-10 17:08:00 +02:00
6fbd5c0a47
updating the gitignore to not push DS_Store and /data folder
James Twose
2021-06-10 09:15:29 +02:00