analysis

processing tweets and analysing

For pipeline of tweets - process with Doc2Vec and then use a classifier on embeddings (e.g. Log Regression of SciKit Learn). Some evaluation outputs also.

Name		Name	Last commit message	Last commit date
Latest commit History 68 Commits
highdimensional-decision-boundary-plot-master		highdimensional-decision-boundary-plot-master
.gitignore		.gitignore
Mac_d2v_tol0001_win10_420kseed40_160se4_ep24_minc4DBOW.ROC.png		Mac_d2v_tol0001_win10_420kseed40_160se4_ep24_minc4DBOW.ROC.png
Mac_d2v_tol0001_win10_420kseed40_160se4_ep24_minc4DBOW.d2v.png		Mac_d2v_tol0001_win10_420kseed40_160se4_ep24_minc4DBOW.d2v.png
README.md		README.md
bigrams.txt		bigrams.txt
classify_tweets.py		classify_tweets.py
classify_tweets_inferred.py		classify_tweets_inferred.py
classify_tweets_snapshot_working.py		classify_tweets_snapshot_working.py
classify_tweets_snow-set.py		classify_tweets_snow-set.py
classify_tweets_updated.py		classify_tweets_updated.py
d2v_try.py		d2v_try.py
dandelion.py		dandelion.py
data-bigram.csv		data-bigram.csv
data-unigram.csv		data-unigram.csv
decisionboundaryplot.py		decisionboundaryplot.py
doc2vec-snowsetFeb2017.zip		doc2vec-snowsetFeb2017.zip
environment.yml		environment.yml
explore.py		explore.py
figure_1.png		figure_1.png
figure_1a.png		figure_1a.png
figure_1y_acc.png		figure_1y_acc.png
figure_1y_extra.png		figure_1y_extra.png
figure_2.png		figure_2.png
figure_2a.png		figure_2a.png
jlpb_classify.py		jlpb_classify.py
label_tweets.py		label_tweets.py
loc_lookup.py		loc_lookup.py
loc_mongodb_midpoint.js		loc_mongodb_midpoint.js
log_locs.txt		log_locs.txt
nb_textblob.py		nb_textblob.py
p2_d2v_try.py		p2_d2v_try.py
prepare.py		prepare.py
readme.txt		readme.txt
reports_ngrams.txt		reports_ngrams.txt
summarise.py		summarise.py
svd_tsne.html		svd_tsne.html
svd_tsneB-dm0-n6-20-200.html		svd_tsneB-dm0-n6-20-200.html
svd_tsne_A.html		svd_tsne_A.html
svd_tsne_baseline.html		svd_tsne_baseline.html
text.py		text.py
timing.py		timing.py
tsne.html		tsne.html
tsneviz.py		tsneviz.py
uci_loader.py		uci_loader.py
uk_location_word_list.txt		uk_location_word_list.txt
utils.py		utils.py

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