# ========================================================
# Green Investing using Alternative Data Sources
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	# Authors 
		- Jorge Roldan-Roldan
		- Kamila Zaman
		- Antony Sunwoo

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# Content 
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.
├── data
│   ├── datasets_info.txt
│   └── stocks_data
├── data_preparation
│   ├── nltk_sentiment_analysis
│   └── twitter_data_cleaning
├── data_understanding
│   ├── exploratory_data_analysis
│   ├── news_articles_data_collection
│   ├── stocks_data_collection
│   └── twitter_data_collection
├── modeling_and_evaluation
│   ├── granger_causality_analysis
│   ├── lag_analysis_granger_causality
│   ├── tf_idf_word_cloud
│   └── time_series_plots
└── readme.txt

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# Datasets
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	* Some lightweight datasets can be found at /data
	* To download the datasets, please visit: 
		https://drive.google.com/drive/folders/1LG0cjRA0uhbwTIn1FQffl3tQa0zFkIcV?usp=sharing

# ========================================================
# Github Repositories
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	# ---------------------------------
	# primary repository:  https://github.com/jlroldanroldan/bds_green_investing.git
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	# Paper repository: https://github.com/jlroldanroldan/BDS-Project-Report-Repo.git
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	# additional repository: https://github.com/jlroldanroldan/bds_project_workspace.git
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# Data Understanding 
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	# ---------------------------------
	# twitter_data_collection 
	# ---------------------------------
		* queries.txt: Queries for all companies used with the Twitter API
		* To run the code a BEARER_TOKEN is required: If one is needed please contact us at [email protected]

	# ---------------------------------
	# news_articles_data_collection
	# ---------------------------------
		* For token access please contact us at [email protected]

	# ---------------------------------
	# stocks_data_collection
	# ---------------------------------
		* For key access please contact us at [email protected]