jumpstart
latest
Table of Contents
Home
Getting started
Installing the project
Folder structure for the data
Getting Survey data
Getting weather data
Precipitation
Temperature
Getting shapefiles
Data
LSMS-ISA Survey
Poverty Index
Weather data sources
Precipitation
Temperature
Methodology
Weather methodologies
Heatwaves & Heavy Rainfall Indicators
Droughts
Correlation Matrix Analysis
DBSCAN
Dynamic Time Warping (DTW)
Survey methodologies
Population level estimates from survey level observations
Survey geocodes
Non-response bias
Survivorship Bias
Creating ‘balanced’ longitudinal panels
Crosslinking multiple survey and official statistics sources
Extending the codebase
Floods
Global Floods Database
International Disasters Database
References
Data Attribution
Survey data sources
Weather data sources
Resources
Getting started with Geospatial Analysis
LSMS-ISA Survey Overview
Aim of LSMS-ISA
LSMS-ISA Survey Design
API Reference
jumpstart
Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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P
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R
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S
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T
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W
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X
A
add_extract_dict_to_excel() (in module surveyweathertool.src.survey.harmonizer)
aggr_monthly() (in module surveyweathertool.src.weather.weather_pipeline)
aggr_seasonal() (in module surveyweathertool.src.weather.weather_pipeline)
aggr_seosonal_nigeria() (in module surveyweathertool.src.weather.weather_pipeline)
aggr_yearly() (in module surveyweathertool.src.weather.weather_pipeline)
assign_severity() (in module surveyweathertool.src.weather.utils)
B
balanced_panel_analysis() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
batching() (in module surveyweathertool.src.weather.utils)
,
[1]
C
calculate_SPI() (in module surveyweathertool.src.weather.weather_pipeline)
calculate_weights() (in module surveyweathertool.src.weather_x_survey.weather_survey)
check_file_existence() (in module surveyweathertool.src.weather.utils)
check_if_df_has_lat_long() (in module surveyweathertool.src.dashboard.utils)
clip_data() (in module surveyweathertool.src.weather.weather_pipeline)
clip_dataarray() (in module surveyweathertool.src.weather.weather_pipeline)
combine() (in module surveyweathertool.src.weather.weather_pipeline)
combine_map_weather() (in module surveyweathertool.src.weather.weather_pipeline)
combine_with_poverty_index() (in module surveyweathertool.src.weather_x_survey.weather_survey)
compute_dtw() (in module surveyweathertool.src.weather.utils)
compute_severity_ranking() (in module surveyweathertool.src.weather.utils)
compute_years_daily_averaging_threshold_per_grid() (in module surveyweathertool.src.weather.utils)
convert_map_crs() (in module surveyweathertool.src.weather.weather_pipeline)
convert_point_crs() (in module surveyweathertool.src.weather.weather_pipeline)
create_common_index() (in module surveyweathertool.src.survey.get_survey_data)
create_df_final() (in module surveyweathertool.src.weather.weather_pipeline)
create_extreme_weather_event_delta() (in module surveyweathertool.src.weather.weather_pipeline)
create_severity_value() (in module surveyweathertool.src.weather.utils)
create_spi_category() (in module surveyweathertool.src.weather.utils)
create_unicef_poverty_index() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
D
DATA_DICTIONARY_PATH (in module surveyweathertool.src.survey.constants)
dataframe_reader() (in module surveyweathertool.src.dashboard.utils)
(in module surveyweathertool.src.survey.helper)
DATATIME_DATA_NIGERIA_WAVES_DICT (in module surveyweathertool.src.survey.constants)
E
execute_geo_wv() (in module surveyweathertool.src.survey.aggregate_geo_waves)
export_fn() (in module surveyweathertool.src.survey.helper)
EXPORT_GEO_DATA (in module surveyweathertool.src.survey.constants)
EXPORT_GEO_DATA_FILENAME (in module surveyweathertool.src.survey.constants)
extract_timescales() (in module surveyweathertool.src.weather.utils)
extreme_thresholding_delta() (in module surveyweathertool.src.weather.weather_pipeline)
F
FILE_EXTENSION_CHOICES (in module surveyweathertool.src.survey.constants)
FILEPATH_TO_NIGERIA_DATA (in module surveyweathertool.src.survey.constants)
filter_dicts_by_keys() (in module surveyweathertool.src.survey.helper)
filter_survey() (in module surveyweathertool.src.dashboard.utils)
filter_weather() (in module surveyweathertool.src.dashboard.utils)
filter_weather_data() (in module surveyweathertool.src.weather_x_survey.utils)
G
generate_bivariate_map() (in module surveyweathertool.src.weather.create_visuals)
generate_choropleth() (in module surveyweathertool.src.weather.create_visuals)
generate_interactive_time_series() (in module surveyweathertool.src.weather.create_visuals)
GEO_COLUMNS (in module surveyweathertool.src.weather.constants)
GEOLOCATION_DATA_PATH (in module surveyweathertool.src.survey.constants)
get_all_harmonized_files_dictionary() (in module surveyweathertool.src.survey.harmonizer)
get_center() (in module surveyweathertool.src.weather.create_visuals)
get_correlation_matrix() (in module surveyweathertool.src.weather.utils)
get_data() (in module surveyweathertool.src.weather.utils)
get_domain() (in module surveyweathertool.src.survey.process_survey_domains)
get_education_df() (in module surveyweathertool.src.survey.get_survey_data)
get_geo_weather_wave() (in module surveyweathertool.src.survey.aggregate_geo_waves)
get_health_df() (in module surveyweathertool.src.survey.get_survey_data)
get_housing_df() (in module surveyweathertool.src.survey.get_survey_data)
get_monthly_weather_for_household_survey() (in module surveyweathertool.src.weather_x_survey.weather_survey)
get_nearest_points() (in module surveyweathertool.src.weather_x_survey.weather_survey)
get_nutrition_df() (in module surveyweathertool.src.survey.get_survey_data)
get_roster_df() (in module surveyweathertool.src.survey.get_survey_data)
get_seasonal_weather_for_household_survey() (in module surveyweathertool.src.weather_x_survey.weather_survey)
get_survey_timestamps() (in module surveyweathertool.src.survey.aggregate_time_waves)
get_wave_timestamp() (in module surveyweathertool.src.survey.aggregate_time_waves)
get_weather_data() (in module surveyweathertool.src.weather.source_weather_data)
get_weather_data_open_meteo() (in module surveyweathertool.src.weather.utils)
get_weather_for_household() (in module surveyweathertool.src.weather.utils)
get_weather_for_household_survey() (in module surveyweathertool.src.weather_x_survey.weather_survey)
get_yearly_weather_for_household_survey() (in module surveyweathertool.src.weather_x_survey.weather_survey)
H
harmonize() (in module surveyweathertool.src.survey.harmonizer)
HARMONIZED_DATA_PATH (in module surveyweathertool.src.survey.constants)
heatwave_heavy_rainfall_indicators() (in module surveyweathertool.src.weather.weather_pipeline)
I
indicator_merger() (in module surveyweathertool.src.survey.harmonizer)
initialize_features_columns() (in module surveyweathertool.src.weather.utils)
interpolate_data() (in module surveyweathertool.src.weather.weather_pipeline)
interpolate_data_for_all_dates() (in module surveyweathertool.src.weather.weather_pipeline)
interpolate_values() (in module surveyweathertool.src.weather_x_survey.weather_survey)
J
JOINED_WEATHER_DATA_FILE (in module surveyweathertool.src.weather.constants)
JSON_FILE_PATH (in module surveyweathertool.src.survey.constants)
json_reader() (in module surveyweathertool.src.survey.helper)
L
load_data_from_google_drive() (in module surveyweathertool.src.dashboard.utils)
LOGOS_PATH (in module surveyweathertool.src.weather.constants)
LSMS_SURVEY_FILE (in module surveyweathertool.src.weather.constants)
M
make_education_dimension_columns() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
make_health_dimension_columns() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
make_housing_dimension_columns() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
make_nutrition_dimension_columns() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
merge_all() (in module surveyweathertool.src.survey.balanced_dataset_poverty_indicators)
merge_survey_weather_hh_level() (in module surveyweathertool.src.weather_x_survey.weather_survey)
merge_weather_household() (in module surveyweathertool.src.weather_x_survey.weather_survey)
module
surveyweathertool.src
surveyweathertool.src.dashboard
surveyweathertool.src.dashboard.utils
surveyweathertool.src.survey
surveyweathertool.src.survey.aggregate_geo_waves
surveyweathertool.src.survey.aggregate_time_waves
surveyweathertool.src.survey.balanced_dataset_poverty_indicators
surveyweathertool.src.survey.constants
surveyweathertool.src.survey.get_survey_data
surveyweathertool.src.survey.harmonizer
surveyweathertool.src.survey.helper
surveyweathertool.src.survey.process_survey_domains
surveyweathertool.src.weather
surveyweathertool.src.weather.constants
surveyweathertool.src.weather.create_visuals
surveyweathertool.src.weather.source_weather_data
surveyweathertool.src.weather.utils
surveyweathertool.src.weather.weather_pipeline
surveyweathertool.src.weather_x_survey
surveyweathertool.src.weather_x_survey.create_visuals
surveyweathertool.src.weather_x_survey.utils
surveyweathertool.src.weather_x_survey.weather_survey
N
ncToCSV() (in module surveyweathertool.src.weather.utils)
NIGERIA_SHAPE_PATH_FILE (in module surveyweathertool.src.weather.constants)
non_missing_stats() (in module surveyweathertool.src.survey.helper)
P
PATH_DASHBOARD_INPUT_DATA (in module surveyweathertool.src.weather.constants)
plot_heatmap() (in module surveyweathertool.src.weather.utils)
plot_heatmap_grid_on_map() (in module surveyweathertool.src.weather.weather_pipeline)
plot_poverty_index() (in module surveyweathertool.src.weather.create_visuals)
PRECIPITATION_FILE (in module surveyweathertool.src.weather.constants)
PRECIPITATION_INDICATORS (in module surveyweathertool.src.weather.constants)
prepare_concatenated_data() (in module surveyweathertool.src.survey.harmonizer)
prepare_files_descriptions_data() (in module surveyweathertool.src.survey.harmonizer)
preprocess_data() (in module surveyweathertool.src.weather.source_weather_data)
preprocess_data_input() (in module surveyweathertool.src.dashboard.utils)
preprocess_weather_data() (in module surveyweathertool.src.dashboard.utils)
preprocess_weather_datasets() (in module surveyweathertool.src.weather.utils)
preprocessing_transformer() (in module surveyweathertool.src.survey.harmonizer)
PRIMARY_COLUMNS (in module surveyweathertool.src.survey.constants)
process_survey_domains() (in module surveyweathertool.src.survey.process_survey_domains)
PROCESSED_DATA_FOLDER_PATH (in module surveyweathertool.src.survey.constants)
PROCESSED_DATA_PATH (in module surveyweathertool.src.weather.constants)
PROCESSED_INTERPOLATED_DATA_PATH (in module surveyweathertool.src.weather.constants)
PROCESSED_WEATHER_PATH (in module surveyweathertool.src.weather.constants)
R
RAW_DATA_FOLDER_PATH (in module surveyweathertool.src.survey.constants)
RAW_DATA_PATH (in module surveyweathertool.src.weather.constants)
RAW_PATH_INTERPOLATED_TEMPERATURE (in module surveyweathertool.src.weather.constants)
RAW_PATH_NIG_CLIPPED_PRECIPITATION (in module surveyweathertool.src.weather.constants)
RAW_PRECIPITATION_PATH (in module surveyweathertool.src.weather.constants)
RAW_TEMPERATURE_PATH (in module surveyweathertool.src.weather.constants)
read_logos() (in module surveyweathertool.src.dashboard.utils)
read_shape_file() (in module surveyweathertool.src.weather.utils)
read_survey_data() (in module surveyweathertool.src.weather_x_survey.utils)
reorder_columns() (in module surveyweathertool.src.survey.helper)
S
saving_data_formatter() (in module surveyweathertool.src.survey.helper)
severity_measure() (in module surveyweathertool.src.weather.utils)
show_images_on_dashboard() (in module surveyweathertool.src.weather.create_visuals)
sortable_key_value_dictionary() (in module surveyweathertool.src.survey.helper)
SPI_PATH_FILE (in module surveyweathertool.src.weather.constants)
SURVEY_FINAL_PATH (in module surveyweathertool.src.survey.constants)
SURVEY_GEOLOCATION_DATA_PATH (in module surveyweathertool.src.survey.constants)
surveyweathertool.src
module
surveyweathertool.src.dashboard
module
surveyweathertool.src.dashboard.utils
module
surveyweathertool.src.survey
module
surveyweathertool.src.survey.aggregate_geo_waves
module
surveyweathertool.src.survey.aggregate_time_waves
module
surveyweathertool.src.survey.balanced_dataset_poverty_indicators
module
surveyweathertool.src.survey.constants
module
surveyweathertool.src.survey.get_survey_data
module
surveyweathertool.src.survey.harmonizer
module
surveyweathertool.src.survey.helper
module
surveyweathertool.src.survey.process_survey_domains
module
surveyweathertool.src.weather
module
surveyweathertool.src.weather.constants
module
surveyweathertool.src.weather.create_visuals
module
surveyweathertool.src.weather.source_weather_data
module
surveyweathertool.src.weather.utils
module
surveyweathertool.src.weather.weather_pipeline
module
surveyweathertool.src.weather_x_survey
module
surveyweathertool.src.weather_x_survey.create_visuals
module
surveyweathertool.src.weather_x_survey.utils
module
surveyweathertool.src.weather_x_survey.weather_survey
module
T
TEMPERATURE_FILE (in module surveyweathertool.src.weather.constants)
TEMPERATURE_INDICATORS (in module surveyweathertool.src.weather.constants)
thresholds_saver_loader() (in module surveyweathertool.src.weather.utils)
time_series_clustering() (in module surveyweathertool.src.weather.utils)
W
write_dict_to_file() (in module surveyweathertool.src.survey.harmonizer)
X
xarray_upsample() (in module surveyweathertool.src.weather.weather_pipeline)
XML_FILE_PATH (in module surveyweathertool.src.survey.constants)
xml_to_json_converter() (in module surveyweathertool.src.survey.helper)