├── .DS_Store ├── .gitignore ├── .ipynb_checkpoints └── recap-checkpoint.ipynb ├── July_2019_Poverty_GP ├── .DS_Store ├── .ipynb_checkpoints │ └── lab_2-checkpoint.ipynb ├── GitHub_Demo_July2019.ppt ├── Intro slides.pptx ├── README.md ├── anaconda_virtual_environments.md ├── clean_code_guidelines_(PEP8).md ├── day_1 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 0_notebooks_intro-checkpoint.ipynb │ │ ├── 1_python_intro-checkpoint.ipynb │ │ ├── 2_data_structures-checkpoint.ipynb │ │ ├── 3_functions-checkpoint.ipynb │ │ ├── 4_numpy-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ ├── lab_2-checkpoint.ipynb │ │ ├── lab_2_solutions-checkpoint.ipynb │ │ ├── lab_3-checkpoint.ipynb │ │ └── lab_3_1-checkpoint.ipynb │ ├── 0_notebooks_intro.ipynb │ ├── 1_python_intro.ipynb │ ├── 2_data_structures.ipynb │ ├── 3_functions.ipynb │ ├── README.md │ ├── first_program.py │ ├── images │ │ ├── 2dslice.png │ │ ├── broadcasting1.png │ │ ├── broadcasting2.png │ │ ├── numpy_array_indexing.png │ │ └── village.jpg │ ├── lab_1.ipynb │ ├── lab_1_solutions.ipynb │ ├── lab_2.ipynb │ └── lab_2_solutions.ipynb ├── day_2 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 2_numpy_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas_updated-checkpoint.ipynb │ │ ├── Untitled1-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ ├── lab_1_solutions-checkpoint.ipynb │ │ ├── lab_2-checkpoint.ipynb │ │ ├── lab_2_solutions-checkpoint.ipynb │ │ └── quiz-checkpoint.ipynb │ ├── 1_quiz.ipynb │ ├── 2_numpy_pandas.ipynb │ ├── 3_further_pandas_updated.ipynb │ ├── 4_seaborn.ipynb │ ├── README.md │ ├── Untitled1.ipynb │ ├── lab_1.ipynb │ ├── lab_1_solutions.ipynb │ ├── lab_2.ipynb │ └── lab_2_solutions.ipynb ├── day_3 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 1_geospatial-checkpoint.ipynb │ │ ├── 2_APIs-checkpoint.ipynb │ │ ├── lab_0_recap-checkpoint.ipynb │ │ ├── lab_0_solutions-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ └── recap-checkpoint.ipynb │ ├── 1_geospatial.ipynb │ ├── 2_APIs.ipynb │ ├── 3_machine_learning.ipynb │ ├── ML_slides.pptx │ ├── README.md │ ├── lab_0_recap.ipynb │ ├── lab_0_solutions.ipynb │ └── lab_1.ipynb ├── day_4 │ ├── .ipynb_checkpoints │ │ ├── 1_cdr-checkpoint.ipynb │ │ ├── 1_cdr_analysis-checkpoint.ipynb │ │ ├── 1_cdr_analysis_solutions-checkpoint.ipynb │ │ └── 2_text_analytics-checkpoint.ipynb │ ├── 1_cdr.ipynb │ ├── 1_cdr_analysis.ipynb │ ├── 1_cdr_analysis_solutions.ipynb │ ├── 2_text_analytics.ipynb │ ├── Intro_to_CDR_analysis_WB.pptx │ ├── Intro_to_Text_Analytics.pptx │ ├── README.md │ ├── cdr_flowminder_data │ │ ├── cdr.csv │ │ └── locations.csv │ └── ta_kaggle_data │ │ └── kaggle_sample.csv └── numpy and pandas resources.md ├── June_2021_ETEC ├── Python-for-data-science_ETEC.pptx ├── README.md ├── additional_resources │ ├── 3_machine_learning.ipynb │ ├── GitHub_Demo.ppt │ ├── anaconda_virtual_environments.md │ ├── clean_code_guidelines_(PEP8).md │ ├── lab_0_recap.ipynb │ ├── lab_1.ipynb │ └── numpy and pandas resources.md ├── day_1 │ ├── .ipynb_checkpoints │ │ ├── 0_notebooks_intro-checkpoint.ipynb │ │ ├── 1_python_intro-checkpoint.ipynb │ │ ├── 2_data_structures-checkpoint.ipynb │ │ ├── 3_functions-checkpoint.ipynb │ │ ├── 4_numpy-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ ├── lab_2-checkpoint.ipynb │ │ ├── lab_2_solutions-checkpoint.ipynb │ │ ├── lab_3-checkpoint.ipynb │ │ └── lab_3_1-checkpoint.ipynb │ ├── 0_notebooks_intro.ipynb │ ├── 1_python_intro.ipynb │ ├── 2_data_structures.ipynb │ ├── 3_functions.ipynb │ ├── README.md │ ├── code_block.png │ ├── first_program.py │ ├── images │ │ ├── 2dslice.png │ │ ├── broadcasting1.png │ │ ├── broadcasting2.png │ │ ├── numpy_array_indexing.png │ │ └── village.jpg │ ├── lab_1.ipynb │ ├── lab_1_solutions.ipynb │ ├── lab_2.ipynb │ └── lab_2_solutions.ipynb ├── day_2 │ ├── .ipynb_checkpoints │ │ ├── 1_dictionaries_functions_numpy_pandas-checkpoint.ipynb │ │ ├── 1_dictionaries_numpy_pandas-checkpoint.ipynb │ │ ├── 1_quiz-checkpoint.ipynb │ │ ├── 2_intro_pandas-checkpoint.ipynb │ │ ├── 2_numpy_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas-checkpoint.ipynb │ │ ├── 3a_further_pandas_updated-checkpoint.ipynb │ │ ├── 3b_EDA_pandas-checkpoint.ipynb │ │ ├── Untitled1-checkpoint.ipynb │ │ ├── lab_1_and_quiz-checkpoint.ipynb │ │ ├── lab_1_solutions-checkpoint.ipynb │ │ ├── lab_2-checkpoint.ipynb │ │ ├── lab_2_solutions-checkpoint.ipynb │ │ ├── lab_3-checkpoint.ipynb │ │ ├── lab_4-checkpoint.ipynb │ │ └── quiz-checkpoint.ipynb │ ├── 1_dictionaries_functions_numpy_pandas.ipynb │ ├── 1_quiz.ipynb │ ├── 2_intro_pandas.ipynb │ ├── Day_2_Intro_Slides.pptx │ ├── README.md │ ├── data │ │ └── data_edu.csv │ ├── lab3_solutions.ipynb │ ├── lab4_solutions.ipynb │ ├── lab_1_and_quiz.ipynb │ ├── lab_1_and_quiz_solutions.ipynb │ ├── lab_2.ipynb │ ├── lab_2_solutions.ipynb │ ├── lab_3.ipynb │ └── lab_4.ipynb └── day_3 │ ├── .ipynb_checkpoints │ ├── 1_further_pandas-checkpoint.ipynb │ ├── 1_geospatial-checkpoint.ipynb │ ├── Lab 5 and quiz-checkpoint.ipynb │ ├── lab_0_recap-checkpoint.ipynb │ ├── lab_0_solutions-checkpoint.ipynb │ ├── lab_1-checkpoint.ipynb │ ├── lab_5_and_quiz-checkpoint.ipynb │ └── recap-checkpoint.ipynb │ ├── 1_further_pandas.ipynb │ ├── Anaconda.md │ ├── Anaconda_slide.pptx │ ├── Day3_Lab_2_further_pandas_solutions.ipynb │ ├── Day_3_Intro_slides.pptx │ ├── Day_3_Lab_1_and_quiz.ipynb │ ├── Day_3_Lab_1_and_quiz_solutions.ipynb │ ├── Day_3_Lab_2_further_pandas.ipynb │ ├── Install_Anaconda.md │ ├── ML_intro.ipynb │ ├── ML_slides.pptx │ ├── README.md │ └── images │ ├── Anaconda1.png │ ├── Anaconda2.png │ ├── Anaconda3.png │ ├── Anaconda_envs.png │ ├── Anaconda_startup.png │ ├── jupyetr_install.png │ ├── kernel.png │ ├── new_nb.png │ ├── open_term.png │ ├── pip_install.png │ ├── run_as.png │ ├── untitled.md │ └── venv1.png ├── Nov_2019_HD_workshop ├── .DS_Store ├── .ipynb_checkpoints │ └── lab_2-checkpoint.ipynb ├── Intro slides.pptx ├── README.md ├── Resources │ ├── GitHub_Demo_July2019.ppt │ ├── anaconda_virtual_environments.md │ ├── clean_code_guidelines_(PEP8).md │ └── numpy and pandas resources.md ├── bonus_materials_apis_geo_ml │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 0_quiz-checkpoint.ipynb │ │ ├── 0a_data_structures_bonus-checkpoint.ipynb │ │ ├── 0b_dictionaries_and_functions-checkpoint.ipynb │ │ ├── 0c_numpy__viz_and_pandas-checkpoint.ipynb │ │ ├── 0d_seaborn-checkpoint.ipynb │ │ ├── 1_geospatial-checkpoint.ipynb │ │ ├── 2_APIs-checkpoint.ipynb │ │ ├── 3_machine_learning-checkpoint.ipynb │ │ ├── lab_0_recap-checkpoint.ipynb │ │ ├── lab_0_solutions-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ └── recap-checkpoint.ipynb │ ├── 0_quiz.ipynb │ ├── 0a_data_structures_bonus.ipynb │ ├── 0b_dictionaries_and_functions.ipynb │ ├── 0c_numpy__viz_and_pandas.ipynb │ ├── 0d_seaborn.ipynb │ ├── 1_geospatial.ipynb │ ├── 2_APIs.ipynb │ ├── 3_machine_learning.ipynb │ ├── ML_slides.pptx │ ├── README.md │ ├── lab_0_recap.ipynb │ ├── lab_0_solutions.ipynb │ └── lab_1.ipynb ├── part_1 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 0_notebooks_intro-checkpoint.ipynb │ │ ├── 1_python_intro-checkpoint.ipynb │ │ ├── 1_python_intro1-checkpoint.ipynb │ │ ├── 1_python_intro2-checkpoint.ipynb │ │ ├── 1_python_intro22-checkpoint.ipynb │ │ ├── 2_data_structures-checkpoint.ipynb │ │ ├── 2_data_structures_bonus-checkpoint.ipynb │ │ ├── 2_python_intro2-checkpoint.ipynb │ │ ├── 3_functions-checkpoint.ipynb │ │ ├── 4_numpy-checkpoint.ipynb │ │ ├── 4_pandas_welsh-checkpoint.ipynb │ │ ├── lab_1-checkpoint.ipynb │ │ ├── lab_3-checkpoint.ipynb │ │ └── lab_3_1-checkpoint.ipynb │ ├── 0_notebooks_intro.ipynb │ ├── 1_python_intro1.ipynb │ ├── 2_python_intro2.ipynb │ ├── README.md │ ├── first_program.py │ ├── images │ │ ├── 2dslice.png │ │ ├── broadcasting1.png │ │ ├── broadcasting2.png │ │ ├── numpy_array_indexing.png │ │ └── village.jpg │ ├── lab_1.ipynb │ └── lab_1_solution_hd.ipynb ├── part_2 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 1_pandas-checkpoint.ipynb │ │ ├── 2_numpy_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas_updated-checkpoint.ipynb │ │ ├── 4_seaborn-checkpoint.ipynb │ │ ├── BONUS_lab-checkpoint.ipynb │ │ ├── BONUS_lab_solution-checkpoint.ipynb │ │ ├── lab_2-checkpoint.ipynb │ │ ├── lab_2_solutions-checkpoint.ipynb │ │ └── quiz-checkpoint.ipynb │ ├── 1_pandas.ipynb │ ├── BONUS_lab.ipynb │ ├── BONUS_lab_solution.ipynb │ ├── README.md │ ├── lab_2.ipynb │ └── lab_2_solutions_hd.ipynb └── ~$Intro slides.pptx ├── README.md ├── Spring 2019 8-week course ├── .DS_Store ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb ├── README.md ├── Untitled.ipynb ├── anaconda_virtual_environments.md ├── clean_code_guidelines_(PEP8).md ├── week 1 │ ├── .ipynb_checkpoints │ │ ├── week 1 - lab-checkpoint.ipynb │ │ ├── week 1 - lab_solutions-checkpoint.ipynb │ │ └── week_1 - demo-checkpoint.ipynb │ ├── readme.md │ ├── week 1 - lab.ipynb │ ├── week 1 - lab_solutions.ipynb │ └── week_1 - demo.ipynb ├── week 2 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── Week 2 - Further data structures and file handling-checkpoint.ipynb │ │ ├── Week 2 - Lab SOLUTIONS-checkpoint.ipynb │ │ ├── Week 2 - Lab-checkpoint.ipynb │ │ ├── quiz_and_solutions-checkpoint.ipynb │ │ └── quiz_and_solutions2-checkpoint.ipynb │ ├── Week 2 - Further data structures and file handling.ipynb │ ├── Week 2 - Lab SOLUTIONS.ipynb │ ├── Week 2 - Lab.ipynb │ ├── quiz_and_solutions2.ipynb │ └── readme.md ├── week 3 │ ├── .ipynb_checkpoints │ │ ├── Week 3 - Functions-checkpoint.ipynb │ │ ├── Week 3 - Lab-checkpoint.ipynb │ │ ├── Week 3 - Pandas-checkpoint.ipynb │ │ ├── Week 3 - Pandas_CF-checkpoint.ipynb │ │ ├── Week 3 Demo - Functions-checkpoint.ipynb │ │ ├── Week 3 Demo - Pandas-checkpoint.ipynb │ │ ├── Week 3 Lab 1 - Function exercises (wSolutions)-checkpoint.ipynb │ │ └── Week 3 Lab 1 - Function exercises-checkpoint.ipynb │ ├── Week 3 - Lab.ipynb │ ├── Week 3 Demo - Functions.ipynb │ ├── Week 3 Demo - Pandas.ipynb │ ├── pluto_shorter.csv │ └── readme.md ├── week 4 │ ├── .ipynb_checkpoints │ │ ├── Week 4 - Exercise 1 - Census of Firms (wSolutions)-checkpoint.ipynb │ │ ├── Week 4 - Exercise 1 - Python drills (wSolutions)-checkpoint.ipynb │ │ ├── Week 4 - Exercise 1 - Python drills-checkpoint.ipynb │ │ ├── Week 4 - Exercise 2 - AppData (wSolutions)-checkpoint.ipynb │ │ └── Week 4 - Exercise 2 - AppData-checkpoint.ipynb │ ├── SampleData │ │ ├── Exercise 1 │ │ │ └── firms_Dhaka.csv │ │ └── Exercise 2 │ │ │ ├── Intervals_iPhone9,2_2017Feb14_1017AM.csv │ │ │ ├── Intervals_iPhone_6s_2017Apr27_0810AM.csv │ │ │ ├── Intervals_iPhone_6s_2017Apr27_1046AM.csv │ │ │ ├── Intervals_iPhone_6s_Plus_20170214144404106.csv │ │ │ ├── Intervals_iPhone_6s_Plus_20170214144830156.csv │ │ │ ├── Intervals_iPhone_6s_Plus_20170214160927148.csv │ │ │ ├── RoadIntervals_Asus_ASUS_X008D_201702141420244.csv │ │ │ ├── RoadIntervals_Asus_ASUS_X008D_201702141607028.csv │ │ │ ├── RoadIntervals_Samsung_SM-A510F_201702141413014.csv │ │ │ └── RoadIntervals_Samsung_SM-G935U_201702141500487.csv │ ├── Week 4 - Exercise 1 - Python drills (wSolutions).ipynb │ ├── Week 4 - Exercise 1 - Python drills.ipynb │ ├── Week 4 - Exercise 2 - Census of Firms (wSolutions).ipynb │ ├── Week 4 - Exercise 2 - Census of Firms.ipynb │ ├── Week 4 - Exercise 3 - AppData (wSolutions).ipynb │ ├── Week 4 - Exercise 3 - AppData.ipynb │ ├── readme.md │ └── village.jpg ├── week 5 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── 3_further_pandas-checkpoint.ipynb │ │ ├── 3_further_pandas_updated-checkpoint.ipynb │ │ ├── Pandas II-checkpoint.ipynb │ │ ├── Seaborn Demo-checkpoint.ipynb │ │ └── Untitled-checkpoint.ipynb │ ├── 3_further_pandas.ipynb │ ├── Afghanistan_criticality_res.csv │ ├── Pandas II.ipynb │ ├── Seaborn Demo.ipynb │ ├── Untitled.ipynb │ ├── data │ │ ├── Afghanistan_criticality_res.csv │ │ └── country_total.csv │ └── readme.md ├── week 6 │ ├── .ipynb_checkpoints │ │ └── Week 6 Demo-checkpoint.ipynb │ ├── Adj_lines.csv │ ├── Adj_points.csv │ ├── Week 6 Demo.ipynb │ ├── lines.cpg │ ├── lines.dbf │ ├── lines.prj │ ├── lines.qpj │ ├── lines.shp │ ├── lines.shx │ ├── points.cpg │ ├── points.dbf │ ├── points.prj │ ├── points.qpj │ ├── points.shp │ ├── points.shx │ ├── polys.cpg │ ├── polys.dbf │ ├── polys.prj │ ├── polys.qpj │ ├── polys.shp │ └── polys.shx ├── week 7 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── Untitled-checkpoint.ipynb │ │ └── Week 7 demo-checkpoint.ipynb │ ├── Week 7 demo.ipynb │ ├── data │ │ ├── .DS_Store │ │ ├── cdmx_shp │ │ │ ├── .DS_Store │ │ │ ├── df_ageb_urbana.dbf │ │ │ ├── df_ageb_urbana.prj │ │ │ ├── df_ageb_urbana.shp │ │ │ ├── df_ageb_urbana.shx │ │ │ ├── df_municipio.dbf │ │ │ ├── df_municipio.prj │ │ │ ├── df_municipio.shp │ │ │ └── df_municipio.shx │ │ ├── food2_pc.csv │ │ ├── nigeria │ │ │ ├── .DS_Store │ │ │ ├── gadm36_NGA_0.cpg │ │ │ ├── gadm36_NGA_0.dbf │ │ │ ├── gadm36_NGA_0.prj │ │ │ ├── gadm36_NGA_0.shp │ │ │ ├── gadm36_NGA_0.shx │ │ │ ├── gadm36_NGA_1.cpg │ │ │ ├── gadm36_NGA_1.dbf │ │ │ ├── gadm36_NGA_1.prj │ │ │ ├── gadm36_NGA_1.shp │ │ │ ├── gadm36_NGA_1.shx │ │ │ ├── gadm36_NGA_2.cpg │ │ │ ├── gadm36_NGA_2.dbf │ │ │ ├── gadm36_NGA_2.prj │ │ │ ├── gadm36_NGA_2.shp │ │ │ ├── gadm36_NGA_2.shx │ │ │ └── license.txt │ │ ├── nigeria_table.png │ │ └── stop.png │ ├── readme.md │ └── virtual_environment.md └── week 8 │ ├── .DS_Store │ ├── .ipynb_checkpoints │ ├── Untitled-checkpoint.ipynb │ └── week_8_demo-checkpoint.ipynb │ ├── GitHub_Demo.ppt │ ├── data │ ├── .DS_Store │ ├── 5_steps.png │ ├── responses2.csv │ ├── tree1.png │ └── tree2.png │ ├── readme.md │ └── week_8_demo.ipynb ├── anaconda_virtual_environments.md ├── clean_code_guidelines_(PEP8).md └── images ├── img1.png ├── img2.png ├── img3.png ├── img4.png ├── img5.png ├── img6.png └── readme.md /.DS_Store: -------------------------------------------------------------------------------- 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