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readme.txt
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readme.txt
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# ========================================================
# Green Investing using Alternative Data Sources
# ========================================================
# Authors
- Jorge Roldan-Roldan
- Kamila Zaman
- Antony Sunwoo
# ========================================================
# Content
# ========================================================
.
├── 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
# ========================================================
# Datasets
# ========================================================
* 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
# ========================================================
# ---------------------------------
# primary repository: https://github.com/jlroldanroldan/bds_green_investing.git
# ---------------------------------
# ---------------------------------
# Paper repository: https://github.com/jlroldanroldan/BDS-Project-Report-Repo.git
# ---------------------------------
# ---------------------------------
# additional repository: https://github.com/jlroldanroldan/bds_project_workspace.git
# ---------------------------------
# ========================================================
# Data Understanding
# ========================================================
# ---------------------------------
# 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]