├── LICENSE
├── README.md
└── sourcing_sprint
├── app.py
├── catalogue
├── __init__.py
├── catalogue_forms.py
├── catalogue_utils.py
└── geography.py
├── entries
├── .gitignore
├── ksucca_king_saud_university_corpus_of_classical_arabic.json
├── le_monde_newspaper.json
└── masakhane.json
├── entry_submitted_by
└── .gitignore
├── guide.md
├── resources
├── .gitignore
├── bcp47.json
├── country_center_coordinates.json
├── country_mappings.json
├── country_regions.json
├── file_formats.json
├── language_lists.json
├── licenses.json
├── pii_categories.json
├── primary_source_taxonomy.json
└── programming_languages.json
└── streamlit_form.py
/LICENSE:
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/README.md:
--------------------------------------------------------------------------------
1 | # BigScience Data Sourcing Code
2 |
3 | This directory gathers the tools developed by the Data Sourcing Working Group
4 |
5 | ## First Sourcing Sprint: October 2021
6 |
7 | The code for the input form can be found in `sourcing_sprint/streamlit_form.py`
8 |
9 | The code for the exploration tool can be found in `sourcing_sprint/streamlit_explore.py`
10 |
11 | The resource entries can be found in `sourcing_sprint/resources` (one folder per language, one `.jsonl` file per resource)
12 |
--------------------------------------------------------------------------------
/sourcing_sprint/app.py:
--------------------------------------------------------------------------------
1 | import json
2 | import re
3 | from datetime import datetime
4 | from os.path import join as pjoin
5 |
6 | import streamlit as st
7 | from streamlit_folium import folium_static
8 |
9 | from catalogue import (
10 | app_categories,
11 | can_save,
12 | countries,
13 | filter_catalogue_visualization,
14 | filter_entry,
15 | form_availability,
16 | form_custodian,
17 | form_general_info_add,
18 | form_languages_add,
19 | form_languages_val,
20 | form_media,
21 | form_processed_from_primary,
22 | form_source_category,
23 | load_catalogue,
24 | make_choro_map,
25 | region_tree,
26 | select_entry_val,
27 | )
28 |
29 | ##################
30 | ## streamlit
31 | ##################
32 | st.set_page_config(
33 | page_title="BigScience Language Resource Catalogue Input Form",
34 | page_icon="https://avatars.githubusercontent.com/u/82455566",
35 | layout="wide",
36 | initial_sidebar_state="auto",
37 | )
38 |
39 | query_params = st.experimental_get_query_params()
40 |
41 | page_description = """
42 | # BigScience Data Catalogue
43 |
44 | This application serves as the landing page for the **Catalogue of Language Data and Resources**
45 | that is being built and maintained as part of the [BigScience workshop](https://bigscience.huggingface.co/).
46 |
47 | The Catalogue app currently supports the following three functionalities:
48 | - **Add a new entry**: This form can be used to add a new entry to the BigScience Data Sourcing Catalogue. To do so, enter add your name and email
49 | then fill out the form according to the [**instructions.**](https://github.com/bigscience-workshop/data_sourcing/blob/master/sourcing_sprint/guide.md#guide-to-submitting-sources-to-the-bigscience-data-sourcing-hackathon)
50 | - **Explore the current catalogue**: This page lets you explore the current catalogue and the geographical distribution of the entries.
51 | - **Validate an existing entry**: Use this functionality to verify or add information to an existing entry.
52 |
53 | Choose which functionality you want to make use of below.
54 | """
55 |
56 | page_modes = {
57 | "add": "Add a new entry",
58 | "viz": "Explore the current catalogue",
59 | "val": "Validate an existing entry",
60 | }
61 |
62 |
63 | def main():
64 | if "save_state" not in st.session_state:
65 | st.session_state.save_state = {}
66 |
67 | st.sidebar.markdown(page_description, unsafe_allow_html=True)
68 | pages = {
69 | "add": add_page,
70 | "viz": viz_page,
71 | "val": val_page,
72 | }
73 | app_mode = st.sidebar.radio(
74 | label="App mode:",
75 | options=list(page_modes.keys()),
76 | format_func=lambda x: page_modes[x],
77 | index=list(page_modes).index(query_params.get("mode", ["add"])[0]),
78 | )
79 | submission_info_dict = {
80 | "entry_uid": "",
81 | "submitted_by": "",
82 | "submitted_email": "",
83 | "submitted_date": "",
84 | "validated_by": "",
85 | "validated_date": "",
86 | }
87 | with st.sidebar.expander("User information", expanded=app_mode != "viz"):
88 | user_name = st.text_input(label="Name of submitter:")
89 | user_email = st.text_input(label="Email:")
90 | if app_mode == "add":
91 | submission_info_dict["submitted_by"] = user_name
92 | submission_info_dict["submitted_email"] = user_email
93 | else:
94 | submission_info_dict["validated_by"] = user_name
95 | st.markdown(
96 | "[Privacy policy](https://github.com/bigscience-workshop/data_sourcing/wiki/Required-User-Information-and-Privacy-Policy)"
97 | )
98 | st.markdown("#### BigScience Catalogue of Language Data and Resources\n---\n")
99 | pages[app_mode](submission_info_dict)
100 |
101 |
102 | ##################
103 | ## SECTION: Add a new entry
104 | ##################
105 | def add_page(submission_info_dict):
106 | entry_dict = {
107 | "uid": "", # Unique Identifier string to link information and refer to the entry
108 | "type": "", # in ["Primary source", "Language dataset", "Language organization"]
109 | "description": {
110 | "name": "",
111 | "description": "",
112 | "homepage": "", # optional
113 | "validated": True, # no need to have a second person validate this part
114 | },
115 | "languages": {
116 | "language_names": [],
117 | "language_comments": "",
118 | "language_locations": [],
119 | "validated": False,
120 | },
121 | "custodian": { # for Primary source or Language daset - data owner or custodian
122 | "name": "",
123 | "in_catalogue": "",
124 | "type": "",
125 | "location": "",
126 | "contact_name": "",
127 | "contact_email": "",
128 | "contact_submitter": False,
129 | "additional": "",
130 | "validated": False,
131 | },
132 | }
133 | catalogue = [entry_ls[-1] for entry_ls in load_catalogue()] # get latest update
134 | st.markdown("### Entry Category, Name, ID, Homepage, Description")
135 | form_general_info_add(entry_dict, app_categories)
136 | st.markdown("### Entry Languages and Locations")
137 | form_languages_add(entry_dict, app_categories, countries, region_tree)
138 | st.markdown("### Entry Representative, Owner, or Custodian")
139 | form_custodian(entry_dict, app_categories, countries, catalogue, "add")
140 | if entry_dict["type"] in ["primary", "processed"]:
141 | st.markdown("### Availability of the Resource: Procuring, Licenses, PII")
142 | form_availability(entry_dict, app_categories, "add")
143 | if entry_dict["type"] == "primary":
144 | st.markdown("### Primary Source Type")
145 | form_source_category(entry_dict, app_categories, "add")
146 | if entry_dict["type"] == "processed":
147 | st.markdown("### Primary Sources of the Processed Dataset")
148 | form_processed_from_primary(entry_dict, app_categories, catalogue, "add")
149 | if entry_dict["type"] in ["primary", "processed"]:
150 | st.markdown("### Media type, format, size, and processing needs")
151 | form_media(entry_dict, app_categories, "add")
152 | st.markdown("### Review and Save Entry")
153 | with st.expander("Show current entry", expanded=True):
154 | st.markdown(
155 | "Do not forget to **save your entry** to the BigScience Data Catalogue!\n\nOnce you are done, please press the button below - this will either record the entry or tell you if there's anything you need to change first."
156 | )
157 | if st.button("Save entry to catalogue"):
158 | good_to_save, save_message = can_save(
159 | entry_dict, submission_info_dict, True
160 | )
161 | if good_to_save:
162 | submission_info_dict["entry_uid"] = entry_dict["uid"]
163 | submission_info_dict["submitted_date"] = datetime.now().strftime(
164 | "%m/%d/%Y, %H:%M:%S"
165 | )
166 | json.dump(
167 | entry_dict,
168 | open(
169 | pjoin("entries", f"{entry_dict['uid']}.json"),
170 | "w",
171 | encoding="utf-8",
172 | ),
173 | indent=2,
174 | )
175 | json.dump(
176 | submission_info_dict,
177 | open(
178 | pjoin("entry_submitted_by", f"{entry_dict['uid']}.json"),
179 | "w",
180 | encoding="utf-8",
181 | ),
182 | indent=2,
183 | )
184 | else:
185 | st.markdown("##### Unable to save\n" + save_message)
186 | st.markdown(f"You are entering a new resource of type: *{entry_dict['type']}*")
187 | st.write(entry_dict)
188 | st.markdown(
189 | "You can also download the entry as a `json` file with the following button:"
190 | )
191 | st.download_button(
192 | label="Download entry dictionary",
193 | data=json.dumps(entry_dict, indent=2),
194 | file_name="default_entry_name.json"
195 | if entry_dict["uid"] == ""
196 | else f"{entry_dict['uid']}.json",
197 | )
198 | # save
199 | for k, v in st.session_state.items():
200 | if k != "save_state":
201 | st.session_state.save_state[k] = v
202 |
203 |
204 | ##################
205 | ## SECTION: Explore the current catalogue
206 | ##################
207 | def viz_page(submission_info_dict):
208 | catalogue = [entry_ls[-1] for entry_ls in load_catalogue()] # get latest update
209 | filtered_catalogue = filter_catalogue_visualization(catalogue, app_categories)
210 | with st.expander("Map of entries", expanded=True):
211 | entry_location_type = st.radio(
212 | label="I want to visualize",
213 | options=[
214 | "Where the organizations or data custodians are located",
215 | "Where the language data creators are located",
216 | ],
217 | key="viz_show_location_type",
218 | )
219 | show_by_org = (
220 | entry_location_type
221 | == "Where the organizations or data custodians are located"
222 | )
223 | filtered_counts = {}
224 | for entry in filtered_catalogue:
225 | locations = (
226 | [entry["custodian"]["location"]]
227 | if show_by_org
228 | else entry["languages"]["language_locations"]
229 | )
230 | # be as specific as possible
231 | locations = [
232 | loc
233 | for loc in locations
234 | if not any([l in region_tree.get(loc, []) for l in locations])
235 | ]
236 | for loc in locations:
237 | filtered_counts[loc] = filtered_counts.get(loc, 0) + 1
238 | world_map = make_choro_map(filtered_counts)
239 | folium_static(world_map, width=1150, height=600)
240 | with st.expander("View selected resources", expanded=False):
241 | st.write("You can further select locations to select entries from here:")
242 | filter_region_choices = sorted(
243 | set(
244 | [
245 | loc
246 | for entry in filtered_catalogue
247 | for loc in (
248 | [entry["custodian"]["location"]]
249 | if show_by_org
250 | else entry["languages"]["language_locations"]
251 | )
252 | ]
253 | )
254 | )
255 | filter_locs = st.multiselect(
256 | "View entries from the following locations:",
257 | options=filter_region_choices,
258 | key="viz_select_location",
259 | )
260 | filter_loc_dict = (
261 | {"custodian": {"location": filter_locs}}
262 | if show_by_org
263 | else {"languages": {"language_locations": filter_locs}}
264 | )
265 | filtered_catalogue_by_loc = [
266 | entry
267 | for entry in filtered_catalogue
268 | if filter_entry(entry, filter_loc_dict)
269 | ]
270 | view_entry = st.selectbox(
271 | label="Select an entry to see more detail:",
272 | options=filtered_catalogue_by_loc,
273 | format_func=lambda entry: f"{entry['uid']} | {entry['description']['name']} -- {entry['description']['description']}",
274 | key="viz_select_entry",
275 | )
276 | st.markdown(
277 | f"##### *Type:* {view_entry['type']} *UID:* {view_entry['uid']} - *Name:* {view_entry['description']['name']}\n\n{view_entry['description']['description']}"
278 | )
279 |
280 |
281 | ##################
282 | ## SECTION: Validate an existing entry
283 | ##################
284 | def val_page(submission_info_dict):
285 | st.markdown("### Entry selection")
286 | catalogue = load_catalogue() # all updates to flag already validated
287 | entry_dict = select_entry_val(catalogue, app_categories)
288 | st.markdown("### Entry Languages and Locations")
289 | if "languages" in entry_dict:
290 | form_languages_val(entry_dict, app_categories, countries, region_tree)
291 | if "custodian" in entry_dict:
292 | st.markdown("### Entry Representative, Owner, or Custodian")
293 | form_custodian(
294 | entry_dict,
295 | app_categories,
296 | countries,
297 | [entry_ls[-1] for entry_ls in catalogue],
298 | "val",
299 | )
300 | if "availability" in entry_dict:
301 | st.markdown("### Availability of the Resource: Procuring, Licenses, PII")
302 | form_availability(entry_dict, app_categories, "val")
303 | if "source_category" in entry_dict and entry_dict["type"] == "primary":
304 | st.markdown("### Primary Source Type")
305 | form_source_category(entry_dict, app_categories, "val")
306 | if "processed_from_primary" in entry_dict and entry_dict["type"] == "processed":
307 | st.markdown("### Primary Sources of the Processed Dataset")
308 | form_processed_from_primary(
309 | entry_dict, app_categories, [entry_ls[-1] for entry_ls in catalogue], "val"
310 | )
311 | if "media" in entry_dict and entry_dict["type"] in ["primary", "processed"]:
312 | st.markdown("### Media type, format, size, and processing needs")
313 | form_media(entry_dict, app_categories, "val")
314 | st.markdown("### Review and Save Entry")
315 | with st.expander("Show current entry", expanded=True):
316 | st.markdown(
317 | "Do not forget to **save your work** to the BigScience Data Catalogue!\n\nOnce you are done, please press the button below - this will either record the entry or tell you if there's anything you need to change first."
318 | )
319 | if st.button("Save validated entry to catalogue"):
320 | good_to_save, save_message = can_save(
321 | entry_dict, submission_info_dict, False
322 | )
323 | if good_to_save:
324 | validation_info_dict = json.load(
325 | open(
326 | pjoin("entry_submitted_by", f"{entry_dict['uid']}.json"),
327 | encoding="utf-8",
328 | )
329 | )
330 | validation_info_dict["validated_by"] = submission_info_dict[
331 | "validated_by"
332 | ]
333 | validation_info_dict["validated_date"] = datetime.now().strftime(
334 | "%m/%d/%Y, %H:%M:%S"
335 | )
336 | friendly_date = re.sub(
337 | r"[^\w\s]", "_", validation_info_dict["validated_date"]
338 | ).replace(" ", "_")
339 | json.dump(
340 | entry_dict,
341 | open(
342 | pjoin(
343 | "entries",
344 | f"{entry_dict['uid']}-validated-{friendly_date}.json",
345 | ),
346 | "w",
347 | encoding="utf-8",
348 | ),
349 | indent=2,
350 | )
351 | json.dump(
352 | validation_info_dict,
353 | open(
354 | pjoin(
355 | "entry_submitted_by",
356 | f"{entry_dict['uid']}-validated-{friendly_date}.json",
357 | ),
358 | "w",
359 | encoding="utf-8",
360 | ),
361 | indent=2,
362 | )
363 | else:
364 | st.markdown("##### Unable to save\n" + save_message)
365 | st.markdown(f"You are validating a resource of type: *{entry_dict['type']}*")
366 | st.write(entry_dict)
367 | st.markdown(
368 | "You can also download the entry as a `json` file with the following button:"
369 | )
370 | st.download_button(
371 | label="Download entry dictionary",
372 | data=json.dumps(entry_dict, indent=2),
373 | file_name="default_entry_name.json"
374 | if entry_dict["uid"] == ""
375 | else f"{entry_dict['uid']}.json",
376 | )
377 |
378 |
379 | if __name__ == "__main__":
380 | main()
381 |
--------------------------------------------------------------------------------
/sourcing_sprint/catalogue/__init__.py:
--------------------------------------------------------------------------------
1 | from .catalogue_forms import (
2 | filter_catalogue_visualization,
3 | filter_entry,
4 | form_availability,
5 | form_custodian,
6 | form_general_info_add,
7 | form_languages_add,
8 | form_languages_val,
9 | form_media,
10 | form_processed_from_primary,
11 | form_source_category,
12 | select_entry_val,
13 | )
14 | from .catalogue_utils import app_categories, can_save, load_catalogue
15 | from .geography import countries, make_choro_map, region_tree
16 |
--------------------------------------------------------------------------------
/sourcing_sprint/catalogue/catalogue_utils.py:
--------------------------------------------------------------------------------
1 | import json
2 | from glob import glob
3 | from os.path import isfile
4 | from os.path import join as pjoin
5 |
6 | import streamlit as st
7 |
8 | app_categories = {
9 | "entry_types": {
10 | "primary": "Primary source",
11 | "processed": "Processed language dataset",
12 | "organization": "Language organization or advocate",
13 | },
14 | #
15 | "language_lists": json.load(
16 | open("resources/language_lists.json", encoding="utf-8")
17 | ),
18 | "programming_languages": [
19 | x
20 | for x in json.load(
21 | open("resources/programming_languages.json", encoding="utf-8")
22 | )["itemListElement"]
23 | ],
24 | "languages_bcp47": [
25 | x
26 | for x in json.load(open("resources/bcp47.json", encoding="utf-8"))["subtags"]
27 | if x["type"] == "language"
28 | ],
29 | #
30 | "custodian_types": [
31 | "A private individual",
32 | "A commercial entity",
33 | "A library, museum, or archival institute",
34 | "A university or research institution",
35 | "A nonprofit/NGO (other)",
36 | "A government organization",
37 | ],
38 | "pii_categories": json.load(
39 | open("resources/pii_categories.json", encoding="utf-8")
40 | ),
41 | "licenses": json.load(open("resources/licenses.json", encoding="utf-8")),
42 | "primary_taxonomy": json.load(
43 | open("resources/primary_source_taxonomy.json", encoding="utf-8")
44 | ),
45 | "file_formats": json.load(open("resources/file_formats.json", encoding="utf-8")),
46 | }
47 |
48 |
49 | def load_catalogue():
50 | catalogue_list = [
51 | (fname.split("/")[-1], json.load(open(fname, encoding="utf-8")))
52 | for fname in glob("entries/*.json")
53 | if not "-validated-" in fname
54 | ]
55 | for fname, dct in catalogue_list:
56 | dct["fname"] = fname
57 | catalogue = dict(
58 | [
59 | (
60 | "",
61 | [
62 | {
63 | "uid": "",
64 | "fname": "",
65 | "type": "",
66 | "description": {
67 | "name": "",
68 | "description": "",
69 | },
70 | }
71 | ],
72 | )
73 | ]
74 | + [(dct["uid"], [dct]) for _, dct in catalogue_list]
75 | )
76 | for fname in glob("entries/*-validated-*.json"):
77 | uid, date_str = fname.split("/")[-1][:-5].split("-validated-")
78 | entry_dct = json.load(open(fname, encoding="utf-8"))
79 | entry_dct["update_time"] = date_str
80 | entry_dct["fname"] = fname.split("/")[-1]
81 | catalogue[uid] += [entry_dct]
82 | catalogue[uid] = sorted(
83 | catalogue[uid], key=lambda x: x.get("update_time", "00")
84 | )
85 | return list(catalogue.values())
86 |
87 |
88 | def can_save(entry_dct, submission_dct, adding_mode):
89 | if adding_mode and (
90 | entry_dct["uid"] == "" or isfile(pjoin("entries", f"{entry_dct['uid']}.json"))
91 | ):
92 | return (
93 | False,
94 | f"There is already an entry with `uid` {entry_dct['uid']}, you need to give your entry a different one before saving. You can look at the entry with this `uid` by switching to the **Validate an existing entry** mode of this app in the left sidebar.",
95 | )
96 | if adding_mode and (
97 | submission_dct["submitted_by"] == "" or submission_dct["submitted_email"] == ""
98 | ):
99 | return (
100 | False,
101 | f"Please enter a name (or pseudonym) and email in the left sidebar before submitting this entry. [Privacy policy](https://github.com/bigscience-workshop/data_sourcing/wiki/Required-User-Information-and-Privacy-Policy)",
102 | )
103 | if not adding_mode and submission_dct["validated_by"] == "":
104 | return (
105 | False,
106 | f"Please enter a name (or pseudonym) in the left sidebar before validating this entry.",
107 | )
108 | if not adding_mode and not all(
109 | [v.get("validated", False) for k, v in entry_dct.items() if isinstance(v, dict)]
110 | ):
111 | unvalidated = [
112 | k
113 | for k, v in entry_dct.items()
114 | if isinstance(v, dict) and not v.get("validated", False)
115 | ]
116 | return False, f"Some of the fields haven't been validated: {unvalidated}"
117 | else:
118 | return True, ""
119 |
--------------------------------------------------------------------------------
/sourcing_sprint/catalogue/geography.py:
--------------------------------------------------------------------------------
1 | import json
2 |
3 | import folium
4 | import pandas as pd
5 | from folium import Marker
6 | from folium.plugins import MarkerCluster
7 | from jinja2 import Template
8 |
9 | regions, countries, region_tree = json.load(
10 | open("resources/country_regions.json", encoding="utf-8")
11 | )
12 | country_centers = json.load(
13 | open("resources/country_center_coordinates.json", encoding="utf-8")
14 | )
15 | country_mappings = json.load(open("resources/country_mappings.json", encoding="utf-8"))
16 |
17 | WORLD_GEO_URL = "https://raw.githubusercontent.com/python-visualization/folium/master/examples/data/world-countries.json"
18 |
19 | ICON_CREATE_FUNCTIOM = """
20 | function(cluster) {
21 | var markers = cluster.getAllChildMarkers();
22 | var sum = 0;
23 | for (var i = 0; i < markers.length; i++) {
24 | sum += markers[i].options.props.resources;
25 | }
26 |
27 | return L.divIcon({
28 | html: '' + sum + '',
29 | className: 'marker-cluster marker-cluster-small',
30 | iconSize: new L.Point(20, 20)
31 | });
32 | }
33 | """
34 |
35 |
36 | class MarkerWithProps(Marker):
37 | _template = Template(
38 | """
39 | {% macro script(this, kwargs) %}
40 | var {{this.get_name()}} = L.marker(
41 | [{{this.location[0]}}, {{this.location[1]}}],
42 | {
43 | icon: new L.Icon.Default(),
44 | {%- if this.draggable %}
45 | draggable: true,
46 | autoPan: true,
47 | {%- endif %}
48 | {%- if this.props %}
49 | props : {{ this.props }}
50 | {%- endif %}
51 | }
52 | )
53 | .addTo({{this._parent.get_name()}});
54 | {% endmacro %}
55 | """
56 | )
57 |
58 | def __init__(
59 | self, location, popup=None, tooltip=None, icon=None, draggable=False, props=None
60 | ):
61 | super(MarkerWithProps, self).__init__(
62 | location=location,
63 | popup=popup,
64 | tooltip=tooltip,
65 | icon=icon,
66 | draggable=draggable,
67 | )
68 | self.props = json.loads(json.dumps(props))
69 |
70 |
71 | def get_region_center(region_name):
72 | latitudes = []
73 | longitudes = []
74 | for name in region_tree[region_name]:
75 | if name in region_tree:
76 | region_latitudes, region_longitudes = get_region_center(name)
77 | latitudes += region_latitudes
78 | longitudes += region_longitudes
79 | elif name in country_centers or name in country_mappings["to_center"]:
80 | country_center = country_centers[
81 | country_mappings["to_center"].get(name, name)
82 | ]
83 | latitudes += [float(country_center["latitude"])]
84 | longitudes += [float(country_center["longitude"])]
85 | return latitudes, longitudes
86 |
87 |
88 | def get_region_countries(region_name):
89 | countries = []
90 | for name in region_tree[region_name]:
91 | if name in region_tree:
92 | countries += get_region_countries(name)
93 | else:
94 | countries += [name]
95 | return countries
96 |
97 |
98 | def make_choro_map(resource_counts, marker_thres=0):
99 | world_map = folium.Map(tiles="cartodbpositron", location=[0, 0], zoom_start=1.5)
100 | marker_cluster = MarkerCluster(icon_create_function=ICON_CREATE_FUNCTIOM)
101 | marker_cluster.add_to(world_map)
102 | for name, count in resource_counts.items():
103 | if name in country_centers or name in country_mappings["to_center"]:
104 | country_center = country_centers[
105 | country_mappings["to_center"].get(name, name)
106 | ]
107 | MarkerWithProps(
108 | location=[country_center["latitude"], country_center["longitude"]],
109 | popup=f"{'Region' if name in region_tree else 'Country'} : {name}
\n Resources : {count}
",
110 | props={"name": name, "resources": count},
111 | ).add_to(marker_cluster)
112 | # put a pin at the center of the region
113 | elif name in region_tree:
114 | latitudes, longitudes = get_region_center(name)
115 | if len(latitudes) > 0:
116 | lat = sum(latitudes) / len(latitudes)
117 | lon = sum(longitudes) / len(longitudes)
118 | MarkerWithProps(
119 | location=[lat, lon],
120 | popup=f"{'Region' if name in region_tree else 'Country'} : {name}
\n Resources : {count}
",
121 | props={"name": name, "resources": count},
122 | ).add_to(marker_cluster)
123 | # for choropleth, add counts to all countries in a region
124 | choropleth_counts = {}
125 | for loc_name in list(resource_counts.keys()):
126 | if loc_name in region_tree:
127 | for country_name in get_region_countries(loc_name):
128 | choropleth_counts[country_name] = (
129 | choropleth_counts.get(country_name, 0) + resource_counts[loc_name]
130 | )
131 | else:
132 | choropleth_counts[loc_name] = (
133 | choropleth_counts.get(loc_name, 0) + resource_counts[loc_name]
134 | )
135 | df_resource_counts = pd.DataFrame(
136 | [
137 | (country_mappings["to_outline"].get(n, n), c)
138 | for n, c in choropleth_counts.items()
139 | ],
140 | columns=["Name", "Resources"],
141 | )
142 | folium.Choropleth(
143 | geo_data=WORLD_GEO_URL,
144 | name="resource map",
145 | data=df_resource_counts,
146 | columns=["Name", "Resources"],
147 | key_on="feature.properties.name",
148 | fill_color="PuRd",
149 | nan_fill_color="white",
150 | ).add_to(world_map)
151 | return world_map
152 |
--------------------------------------------------------------------------------
/sourcing_sprint/entries/.gitignore:
--------------------------------------------------------------------------------
1 | */*.jsonl
2 |
3 |
--------------------------------------------------------------------------------
/sourcing_sprint/entries/ksucca_king_saud_university_corpus_of_classical_arabic.json:
--------------------------------------------------------------------------------
1 | {
2 | "uid": "ksucca_king_saud_university_corpus_of_classical_arabic",
3 | "type": "processed",
4 | "description": {
5 | "name": "KSUCCA King Saud University Corpus of Classical Arabic",
6 | "description": "King Saud University Corpus of Classical Arabic (KSUCCA) is a pioneering 50 million tokens annotated corpus of Classical Arabic texts from the period of pre-Islamic era until the fourth Hijri century (equivalent to the period from the seventh until early eleventh century CE), which is the period of pure classical Arabic. The main aim of this corpus is to be used for studying the distributional lexical semantics of The Quran words. However, it can be used for other research purposes, such as:\n\u2022 Arabic linguistics, which includes: lexical, morphological, syntactic, semantic and pragmatic research.\n\u2022 Arabic computational linguistics, which includes: lexical, morphological, syntactic, semantic and pragmatic research including their various applications.\n\u2022 Arabic language teaching for both Arabs and non Arabs.\n\u2022 Artificial intelligence.\n\u2022 Natural language processing.\n\u2022 Information retrieval.\n\u2022 Question answering.\n\u2022 Machine translation.",
7 | "homepage": "https://sourceforge.net/projects/ksucca-corpus/",
8 | "validated": true
9 | },
10 | "languages": {
11 | "language_names": [
12 | "Arabic",
13 | "ar-CLS"
14 | ],
15 | "language_comments": "Historical Arabic texts from the seventh until early eleventh century CE",
16 | "language_locations": [
17 | "Northern Africa",
18 | "Western Asia"
19 | ],
20 | "validated": false
21 | },
22 | "custodian": {
23 | "name": "King Saud University",
24 | "type": "A university or research institution",
25 | "location": "Saudi Arabia",
26 | "contact_name": "Maha Alrabiah",
27 | "contact_email": "msrabiah@gmail.com",
28 | "contact_submitter": true,
29 | "additional": "https://www.ksu.edu.sa/en/",
30 | "validated": false
31 | },
32 | "availability": {
33 | "procurement": {
34 | "for_download": "Yes - it has a direct download link or links",
35 | "download_url": "https://sourceforge.net/projects/ksucca-corpus/",
36 | "download_email": ""
37 | },
38 | "licensing": {
39 | "has_licenses": "Yes",
40 | "license_text": "",
41 | "license_properties": [
42 | "open license",
43 | "non-commercial use"
44 | ],
45 | "license_list": [
46 | "cc-by-nc-2.0: Creative Commons Attribution Non Commercial 2.0 Generic"
47 | ]
48 | },
49 | "pii": {
50 | "has_pii": "No",
51 | "generic_pii_likely": "",
52 | "generic_pii_list": [],
53 | "numeric_pii_likely": "",
54 | "numeric_pii_list": [],
55 | "sensitive_pii_likely": "",
56 | "sensitive_pii_list": [],
57 | "no_pii_justification_class": "other",
58 | "no_pii_justification_text": "historical texts that are more than 100 years old"
59 | },
60 | "validated": false
61 | },
62 | "processed_from_primary": {
63 | "from_primary": "Taken from primary source",
64 | "primary_availability": "Yes - their documentation/homepage/description is available",
65 | "primary_license": "Yes - the source material has an open license that allows re-use",
66 | "primary_types": [
67 | "books/book publisher"
68 | ],
69 | "validated": false
70 | },
71 | "media": {
72 | "category": [
73 | "text"
74 | ],
75 | "text_format": [
76 | "plain text"
77 | ],
78 | "audiovisual_format": [],
79 | "image_format": [],
80 | "text_is_transcribed": "No",
81 | "instance_type": "book",
82 | "instance_count": "10010,000",
84 | "validated": false
85 | }
86 | }
87 |
--------------------------------------------------------------------------------
/sourcing_sprint/entries/le_monde_newspaper.json:
--------------------------------------------------------------------------------
1 | {
2 | "uid": "le_monde_newspaper",
3 | "type": "primary",
4 | "description": {
5 | "name": "Le Monde Newspaper",
6 | "description": "Le Monde is a French daily afternoon newspaper. It is the main publication of Le Monde Group and reported an average circulation of 323,039 copies per issue in 2009, about 40,000 of which were sold abroad. It has had its own website since 19 December 1995, and is often the only French newspaper easily obtainable in non-French-speaking countries. It is considered one of the French newspapers of record, along with Lib\u00e9ration, and Le Figaro. It should not be confused with the monthly publication Le Monde diplomatique, of which Le Monde has 51% ownership, but which is editorially independent. A Reuters Institute poll in 2021 in France found that \"Le Monde is the most trusted national newspaper\".",
7 | "homepage": "https://www.lemonde.fr/",
8 | "validated": true
9 | },
10 | "languages": {
11 | "language_names": [
12 | "French"
13 | ],
14 | "language_comments": "",
15 | "language_locations": [
16 | "France"
17 | ],
18 | "validated": false
19 | },
20 | "custodian": {
21 | "name": "Le Monde Group",
22 | "type": "A commercial entity",
23 | "location": "France",
24 | "contact_name": "Sacha Morard",
25 | "contact_email": "droitsdauteur@lemonde.fr",
26 | "contact_submitter": true,
27 | "additional": "https://fr.wikipedia.org/wiki/Groupe_Le_Monde",
28 | "validated": false
29 | },
30 | "availability": {
31 | "procurement": {
32 | "for_download": "No - we would need to spontaneously reach out to the current owners/custodians",
33 | "download_url": "morard@lemonde.fr",
34 | "download_email": ""
35 | },
36 | "licensing": {
37 | "has_licenses": "Yes",
38 | "license_text": "https://moncompte.lemonde.fr/cgv#ancre_propriete\n\nLe Monde est titulaire des droits de propri\u00e9t\u00e9 intellectuelle sur tous les \u00e9l\u00e9ments qui composent ses publications, ses Produits et/ou Services et ses supports de communication, tels que texte, photographie, image, infographie, dessins, logo, enregistrement phonographique ou vid\u00e9ographique, format \u00e9ditorial, charte graphique, programme informatique ou toute autre cr\u00e9ation ou \u0153uvre prot\u00e9geable, ou s\u2019est vu conc\u00e9der les licences n\u00e9cessaires sur les droits de propri\u00e9t\u00e9 intellectuelle y aff\u00e9rents.\n\nQu\u2019ils soient accessibles gratuitement ou non, toute reproduction, repr\u00e9sentation, diffusion, traduction ou exploitation totale ou partielle, de quelque nature que ce soit et par quelque moyen que ce soit, de l\u2019un quelconque de ces \u00e9l\u00e9ments, sans l\u2019autorisation \u00e9crite et pr\u00e9alable du Monde, est strictement interdite et constituerait, au regard des articles L. 335-2 du Code de la propri\u00e9t\u00e9 intellectuelle, un d\u00e9lit de contrefa\u00e7on passible de trois ans d\u2019emprisonnement et 300 000 \u20ac d\u2019amende.\n\nLe Monde est en outre propri\u00e9taire exclusif des marques qu\u2019il a d\u00e9pos\u00e9es ou exploite r\u00e9guli\u00e8rement. Leur reproduction, usage ou apposition sans l\u2019autorisation \u00e9crite et pr\u00e9alable du Monde, est strictement interdite et constituerait un acte de contrefa\u00e7on engageant la responsabilit\u00e9 civile de son auteur au titre de l\u2019article L. 716-1 du Code de la propri\u00e9t\u00e9 intellectuelle.\n\nL\u2019utilisation ou l\u2019achat d\u2019un Produit et/ou Service par un Utilisateur et/ou Client ne saurait conf\u00e9rer \u00e0 celui-ci comme \u00e0 quiconque, sur les \u00e9l\u00e9ments prot\u00e9g\u00e9s susvis\u00e9s, un droit autre que celui d\u2019un usage strictement personnel, non collectif et non marchand. Pour toute demande d\u2019autorisation relative aux \u00e9l\u00e9ments de propri\u00e9t\u00e9 intellectuelle du Monde, merci de contacter le service commercial du Monde \u00e0 l\u2019adresse \u00e9lectronique suivante : droitsdauteur@lemonde.fr.",
39 | "license_properties": [
40 | "copyright - all rights reserved"
41 | ],
42 | "license_list": [
43 | "other: Other license"
44 | ]
45 | },
46 | "pii": {
47 | "has_pii": "Yes",
48 | "generic_pii_likely": "very likely",
49 | "generic_pii_list": [
50 | "names",
51 | "dates (birth, death, etc.)"
52 | ],
53 | "numeric_pii_likely": "somewhat likely",
54 | "numeric_pii_list": [
55 | "telephone numbers"
56 | ],
57 | "sensitive_pii_likely": "very likely",
58 | "sensitive_pii_list": [
59 | "political opinions",
60 | "racial or ethnic origin",
61 | "health-related data",
62 | "religious or philosophical beliefs"
63 | ],
64 | "no_pii_justification_class": "",
65 | "no_pii_justification_text": ""
66 | },
67 | "validated": false
68 | },
69 | "source_category": {
70 | "category_type": "collection",
71 | "category_web": "",
72 | "category_media": "news articles",
73 | "validated": false
74 | },
75 | "media": {
76 | "category": [
77 | "text"
78 | ],
79 | "text_format": [
80 | "plain text",
81 | "HTML",
82 | "PDF"
83 | ],
84 | "audiovisual_format": [],
85 | "image_format": [],
86 | "text_is_transcribed": "No",
87 | "instance_type": "article",
88 | "instance_count": "10K