A Smart Tweeter Search Engine.

Local Twitter Search engine including:
Custom build Parser to collect data from Emojis Numbers, Countries, Entities and more.
Smart inverted index for creating posting files.

Using 3 Main ALGORITHMS:

Also includes the following API's and libs:

gensim.models, NumPy, Pandas, SciPy spatial, nltk, PorterStemmer, emoji etc.

The quality of results tested against Benchmark DB, with MAP, Recall, precision, precision@5 measurements.

includes sample.parquet files.

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
parsers		parsers
resources/parser		resources/parser
testing		testing
GUI.py		GUI.py
LICENSE		LICENSE
README.md		README.md
actual_test.py		actual_test.py
configuration.py		configuration.py
csv_to_parquet.py		csv_to_parquet.py
document.py		document.py
idx_bench.pkl		idx_bench.pkl
indexer.py		indexer.py
install_conda.bat		install_conda.bat
install_conda.sh		install_conda.sh
instructions.txt		instructions.txt
main.py		main.py
metrics.py		metrics.py
module_glove.py		module_glove.py
module_word2vec.py		module_word2vec.py
module_wordnet.py		module_wordnet.py
parser_module.py		parser_module.py
part_c_tests.log		part_c_tests.log
python_install.sh		python_install.sh
query_result.py		query_result.py
ranker.py		ranker.py
reader.py		reader.py
report.docx		report.docx
requirements.txt		requirements.txt
run.bat		run.bat
run.sh		run.sh
sample.parquet		sample.parquet
sample2.parquet		sample2.parquet
sample3.parquet		sample3.parquet
search_engine_1.py		search_engine_1.py
search_engine_2.py		search_engine_2.py
search_engine_3.py		search_engine_3.py
search_engine_best.py		search_engine_best.py
searcher_glove.py		searcher_glove.py
searcher_word2vec.py		searcher_word2vec.py
searcher_wordnet.py		searcher_wordnet.py
setup.py		setup.py
stemmer.py		stemmer.py
test_part_c_students.py		test_part_c_students.py
utils.py		utils.py