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README.md

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+# Analysis of Covid-19 papers
+
+## **Management and analysis of Physics dataset MOD B**
+
+**Title**: Analysis of Covid-19 papers.
+
+**Authors**: Alessandro Fella, Lucia Depaoli and Simone Mistrali
+
+This is a simple project of distributed computing using Dask.
+
+All the tasks and technicality are explained in the `Project.pdf`  and in the `Distibuted_computing_Dask.ipynb` (the presentation of the work) files.
+
+## Requirements & Contact
+
+To properly run this project please clone this directory and from a terminal run this command:
+
+``` python3 -m pip install -r requirements.txt```
+
+Contact Simone Mistrali at simone.mistrali at gmail.com for any questions or comments.

requirements.txt

@@ -0,0 +1,156 @@
+absl-py==0.13.0
+aiohttp==3.7.4.post0
+anyio==3.2.1
+argcomplete @ file:///tmp/build/80754af9/argcomplete_1618920853202/work
+argon2-cffi @ file:///tmp/build/80754af9/argon2-cffi_1613036642480/work
+astunparse==1.6.3
+async-generator==1.10
+async-timeout==3.0.1
+attrs @ file:///tmp/build/80754af9/attrs_1620827162558/work
+Babel==2.9.1
+backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work
+bcrypt==3.2.0
+bleach @ file:///tmp/build/80754af9/bleach_1628110601003/work
+bokeh==2.3.3
+cachetools==4.2.2
+certifi==2021.5.30
+cffi @ file:///tmp/build/80754af9/cffi_1625814693446/work
+chardet==4.0.0
+charset-normalizer==2.0.2
+click==8.0.1
+cloudpickle==1.6.0
+cryptography==3.4.7
+cycler==0.10.0
+dask==2021.7.0
+dask-glm==0.2.0
+dask-labextension==5.1.0
+dask-ml==1.9.0
+debugpy @ file:///tmp/build/80754af9/debugpy_1629222439586/work
+decorator @ file:///tmp/build/80754af9/decorator_1621259047763/work
+defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work
+distributed==2021.7.0
+entrypoints==0.3
+flatbuffers==1.12
+fsspec==2021.7.0
+gast==0.3.3
+google-auth==1.33.0
+google-auth-oauthlib==0.4.4
+google-pasta==0.2.0
+graphviz==0.17
+grpcio==1.32.0
+h5py==2.10.0
+HeapDict==1.0.1
+idna==3.2
+importlib-metadata==3.10.1
+ipykernel @ file:///tmp/build/80754af9/ipykernel_1629986134010/work/dist/ipykernel-6.2.0-py3-none-any.whl
+ipython @ file:///tmp/build/80754af9/ipython_1628235843328/work
+ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work
+jedi @ file:///tmp/build/80754af9/jedi_1611333758854/work
+Jinja2 @ file:///tmp/build/80754af9/jinja2_1624781299557/work
+joblib==1.0.1
+json5==0.9.6
+jsonschema @ file:///tmp/build/80754af9/jsonschema_1602607155483/work
+jupyter-client @ file:///tmp/build/80754af9/jupyter_client_1616770841739/work
+jupyter-contrib-core==0.3.3
+jupyter-contrib-nbextensions @ file:///home/conda/feedstock_root/build_artifacts/jupyter_contrib_nbextensions_1614931162960/work
+jupyter-core @ file:///tmp/build/80754af9/jupyter_core_1612213308260/work
+jupyter-highlight-selected-word @ file:///home/conda/feedstock_root/build_artifacts/jupyter_highlight_selected_word_1611341004115/work
+jupyter-latex-envs @ file:///home/conda/feedstock_root/build_artifacts/jupyter_latex_envs_1614852190293/work
+jupyter-nbextensions-configurator @ file:///home/conda/feedstock_root/build_artifacts/jupyter_nbextensions_configurator_1611341112910/work
+jupyter-server==1.9.0
+jupyter-server-proxy==3.1.0
+jupyterlab==3.0.16
+jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work
+jupyterlab-server==2.6.1
+Keras==2.4.3
+Keras-Preprocessing==1.1.2
+kiwisolver==1.3.1
+llvmlite==0.36.0
+locket==0.2.1
+lxml @ file:///home/conda/feedstock_root/build_artifacts/lxml_1616532288511/work
+Markdown==3.3.4
+MarkupSafe @ file:///tmp/build/80754af9/markupsafe_1621528142364/work
+matplotlib==3.4.2
+matplotlib-inline @ file:///tmp/build/80754af9/matplotlib-inline_1628242447089/work
+mistune @ file:///tmp/build/80754af9/mistune_1594373098390/work
+msgpack==1.0.2
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+nest-asyncio @ file:///tmp/build/80754af9/nest-asyncio_1613680548246/work
+nltk==3.6.2
+notebook @ file:///tmp/build/80754af9/notebook_1629205768156/work
+numba==0.53.1
+numpy==1.19.5
+oauthlib==3.1.1
+opt-einsum==3.3.0
+packaging @ file:///tmp/build/80754af9/packaging_1625611678980/work
+pandas==1.3.0
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+paramiko==2.7.2
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+partd==1.2.0
+pexpect @ file:///tmp/build/80754af9/pexpect_1605563209008/work
+pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work
+Pillow==8.3.1
+prometheus-client @ file:///tmp/build/80754af9/prometheus_client_1623189609245/work
+prompt-toolkit==3.0.19
+protobuf==3.17.3
+psutil==5.8.0
+ptyprocess @ file:///tmp/build/80754af9/ptyprocess_1609355006118/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
+pyarrow==4.0.1
+pyasn1==0.4.8
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+pycparser @ file:///tmp/build/80754af9/pycparser_1594388511720/work
+Pygments @ file:///tmp/build/80754af9/pygments_1629234116488/work
+PyNaCl==1.4.0
+pyparsing @ file:///home/linux1/recipes/ci/pyparsing_1610983426697/work
+pyrsistent==0.18.0
+python-dateutil @ file:///tmp/build/80754af9/python-dateutil_1626374649649/work
+pytz==2021.1
+PyYAML==5.4.1
+pyzmq @ file:///tmp/build/80754af9/pyzmq_1628267913491/work
+regex==2021.8.28
+requests==2.26.0
+requests-oauthlib==1.3.0
+requests-unixsocket==0.2.0
+rise @ file:///tmp/build/80754af9/rise_1612307323284/work
+rsa==4.7.2
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+scipy==1.7.0
+seaborn==0.11.1
+Send2Trash==1.7.1
+simpervisor==0.4
+six @ file:///tmp/build/80754af9/six_1623709665295/work
+sniffio==1.2.0
+sortedcontainers==2.4.0
+tblib==1.7.0
+tensorboard==2.5.0
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.0
+tensorflow==2.4.1
+tensorflow-estimator==2.4.0
+termcolor==1.1.0
+terminado==0.10.1
+testpath @ file:///tmp/build/80754af9/testpath_1624638946665/work
+threadpoolctl==2.2.0
+toolz==0.11.1
+torch==1.9.0
+tornado @ file:///tmp/build/80754af9/tornado_1606942283357/work
+tqdm==4.62.2
+traitlets @ file:///home/ktietz/src/ci/traitlets_1611929699868/work
+typing-extensions @ file:///tmp/build/80754af9/typing_extensions_1624965014186/work
+urllib3==1.26.6
+wcwidth @ file:///tmp/build/80754af9/wcwidth_1593447189090/work
+webencodings==0.5.1
+websocket-client==1.1.0
+Werkzeug==2.0.1
+wrapt==1.12.1
+xgboost==1.4.2
+yarl==1.6.3
+zict==2.0.0
+zipp @ file:///tmp/build/80754af9/zipp_1625570634446/work