{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "97af48bc-af26-4dfa-abe8-8e1d46567ed1", "metadata": {}, "source": [ "# A Global Community-Based Training Program" ] }, { "cell_type": "markdown", "id": "33617f30", "metadata": {}, "source": [ "From 2020 until 2024, 8 cohorts (2 per year) have been delivered, reaching 386 mentees from 6 continents, across 55 low- and middle- (LMIC), and high-income countries (HIC). Each cohort has supported an average of 29.75 projects (median = 30.5, min = 20, max = 37; from 8 cohorts), with some projects led individually and some co-developed by groups. Overall, 238 projects, each led by either individuals or teams of collaborators (median of 1.75 mentees per group project). The projects cover various topics (500+ provided keywords) with Community, Open Science, Training and Education, Open source, Reproducibility, Data Science, Machine Learning, Bioinformatics, and AI in the top 10 areas of interest. 79% of the projects graduated (94% during a collaboration). From the projects who did not graduated, 1 project came back in 4 cohorts before graduated, .. disqualified, … finished the program but did not attend graduation call, … did not attend graduation call, … did not engage, … did not finished because of personal circumstances beyond their control, … requested to discontinue." ] }, { "cell_type": "code", "execution_count": 1, "id": "61f52b10", "metadata": {}, "outputs": [], "source": [ "import geopandas\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from pathlib import Path\n", "import plotly.graph_objects as go\n", "from wordcloud import WordCloud" ] }, { "cell_type": "code", "execution_count": 2, "id": "0e32a506-cbc4-4362-bf1c-f3c526654224", "metadata": {}, "outputs": [], "source": [ "cohort_nb = 9" ] }, { "cell_type": "code", "execution_count": 3, "id": "5cb1d949", "metadata": {}, "outputs": [], "source": [ "people_df = pd.read_csv(Path(\"../data/people.csv\"), index_col=0).fillna(\"\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "6455c968", "metadata": {}, "outputs": [], "source": [ "roles_df = {}\n", "roles = []\n", "for r in [\"role\", \"participant\", \"mentor\", \"expert\", \"speaker\", \"facilitator\", \"organizer\"]:\n", " role = r.capitalize()\n", " roles.append(role)\n", " roles_df[role] = pd.read_csv(Path(f\"../data/roles/{r}.csv\"), index_col=0)" ] }, { "cell_type": "code", "execution_count": 5, "id": "3516e819-ab0c-4431-969f-79615c93af27", "metadata": {}, "outputs": [], "source": [ "project_df = (\n", " pd.read_csv(Path(\"../data/projects.csv\"), index_col=0, na_filter=False)\n", " .assign(\n", " participants=lambda df: df.participants.str.split(\", \"),\n", " participantNb=lambda df: df.participants.str.len(),\n", " mentors=lambda df: df.mentors.str.split(\", \"),\n", " keywords=lambda df: df.keywords.str.split(\", \"),\n", " cohort=lambda df: \"OLS-\" + df.cohort.astype(str),\n", " )\n", ")" ] }, { "cell_type": "markdown", "id": "d5c2e0f1-08a0-4dc9-b9c9-4f51ad2af73b", "metadata": {}, "source": [ "## Cohort stats" ] }, { "cell_type": "code", "execution_count": 6, "id": "d380ab9e-756f-4873-ade1-10759982d9dc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ParticipantMentorFacilitatorSpeakerExpert
OLS-1292001837
OLS-2523602465
OLS-3663412263
OLS-4343271846
OLS-5713551726
OLS-6413271939
OLS-7543410184
OLS-86938151222
Total3861383099170
\n", "
" ], "text/plain": [ " Participant Mentor Facilitator Speaker Expert\n", "OLS-1 29 20 0 18 37\n", "OLS-2 52 36 0 24 65\n", "OLS-3 66 34 1 22 63\n", "OLS-4 34 32 7 18 46\n", "OLS-5 71 35 5 17 26\n", "OLS-6 41 32 7 19 39\n", "OLS-7 54 34 10 18 4\n", "OLS-8 69 38 15 12 22\n", "Total 386 138 30 99 170" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "red_roles = [\"Participant\", \"Mentor\", \"Facilitator\", \"Speaker\", \"Expert\"]\n", "role_count_df = pd.DataFrame(columns = red_roles)\n", "for r in red_roles:\n", " role_count_df[r] = (\n", " roles_df[r]\n", " .drop(columns = [\"city\", \"country\", \"country_3\", \"first-name\", \"last-name\", \"pronouns\", \"continent\", \"longitude\", \"latitude\"])\n", " .count(axis=0)\n", " .rename(index=str.upper)\n", " )\n", " role_count_df.loc[\"Total\", r] = len(roles_df[r])\n", "role_count_df = role_count_df.astype(\"int64\")\n", "role_count_df" ] }, { "cell_type": "markdown", "id": "8774308d-d087-4f67-b974-80e4ab02e36d", "metadata": {}, "source": [ "## Development path of people in the different roles and Alumni " ] }, { "cell_type": "code", "execution_count": 7, "id": "28041acb-5a2e-445e-9ba3-711f9ddc670f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/k_/5472klmd4fdb_wdkwgm7_n8m0000gp/T/ipykernel_97602/1411840461.py:33: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value '3.333333333333333' has dtype incompatible with int64, please explicitly cast to a compatible dtype first.\n", " role_flow_df.at[index, \"value\"] += value\n" ] } ], "source": [ "cohorts = [x.lower() for x in list(role_count_df.index)]\n", "labels = [x.lower() for x in red_roles] + [\"alumni\"]\n", "role_flow_df = pd.DataFrame({\n", " \"source\": [l for subl in [[l]*len(labels) for l in labels] for l in subl], \n", " \"target\": labels*len(labels), \n", " \"value\": 0\n", "})\n", "\n", "for index, row in role_flow_df.iterrows():\n", " if row.source == \"alumni\":\n", " continue\n", " elif row.target == \"alumni\":\n", " for i in range(len(cohorts)-2):\n", " source = f\"{cohorts[i]}-{row.source}\"\n", " # build query with any role in the cohort and no role after in the following cohort\n", " query = f\"`{source}` != ''\"\n", " for r in red_roles:\n", " target = f\"{cohorts[i+1]}-{r.lower()}\"\n", " query += f\"and `{target}` == ''\"\n", " role_flow_df.at[index, \"value\"] += len(people_df.query(query))\n", " else:\n", " for i in range(len(cohorts)-2):\n", " source = f\"{cohorts[i]}-{row.source}\"\n", " target = f\"{cohorts[i+1]}-{row.target}\"\n", " # build query the source role for a cohort and target role for the following cohort\n", " query = f\"`{source}` != '' and `{target}` != ''\"\n", " query_res = people_df.query(query)\n", " # check for each result how many roles in cohort and following cohort to normalize the value\n", " value = 0\n", " for q_i, q_r in query_res.iterrows():\n", " new_role_nb = len(q_r[f\"{cohorts[i+1]}-role\"].split(\",\"))\n", " value += 1/(new_role_nb)\n", " role_flow_df.at[index, \"value\"] += value" ] }, { "cell_type": "code", "execution_count": 8, "id": "d7e00cb1-54e4-4df9-adeb-a8ef85eef7a0", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = {\n", " \"participant\": \"#3182bd\",\n", " \"mentor\": \"#fd8d3c\",\n", " \"expert\": \"#d9d9d9\",\n", " \"speaker\": \"#dadaeb\",\n", " \"facilitator\": \"#a1d99b\",\n", " \"alumni\": \"grey\"\n", "}\n", "label_df = pd.DataFrame({\n", " \"labels\": [l.capitalize() for l in labels] * 2, \n", " \"colors\": [colors[l] for l in labels] * 2, \n", " \"x\": [0.1]*len(labels)+[0.9]*len(labels), \n", " \"y\": [0.1]*(len(labels)*2)})\n", "\n", "fig = go.Figure(data=[go.Sankey(\n", " arrangement=\"snap\",\n", " node = dict(\n", " pad = 15,\n", " thickness = 20,\n", " line = dict(color = \"black\", width = 0.5),\n", " label = label_df.labels,\n", " color = label_df.colors,\n", " ),\n", " link = dict(\n", " source = [labels.index(e) for e in role_flow_df.source],\n", " target = [labels.index(e)+len(labels) for e in role_flow_df.target],\n", " value = role_flow_df.value\n", " ))])\n", "\n", "fig.update_layout(\n", " font_size=18,\n", " width=800,\n", " height=400,\n", " margin=go.layout.Margin(\n", " l=10, #left margin\n", " r=10, #right margin\n", " b=20, #bottom margin\n", " t=20, #top margin\n", " )\n", ")\n", "\n", "fig.show()\n", "fig.write_image(\"images/flow.png\")" ] }, { "cell_type": "markdown", "id": "66519ce5-6bff-41eb-9870-c23996bdcc2c", "metadata": {}, "source": [ "Participants re-joining (%)" ] }, { "cell_type": "code", "execution_count": 9, "id": "08380d0a-7a68-4192-8267-cd3cedeafe6e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "26.153846153846153" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "role = \"participant\"\n", "role_nb = float(role_flow_df.query(f\"source == '{ role }'\").value.sum())\n", "role_wo_alumni = float(role_flow_df.query(f\"source == '{ role }' and target != 'alumni'\").value.sum())\n", "100 * role_wo_alumni / role_nb" ] }, { "cell_type": "markdown", "id": "426857d5-25f3-4d9a-b41d-44c09f276025", "metadata": {}, "source": [ "Mentors re-joining (%)" ] }, { "cell_type": "code", "execution_count": 10, "id": "34ea448f-9b2f-46da-8910-f4a8285e3ec4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "57.53238436562595" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "role = \"mentor\"\n", "role_nb = float(role_flow_df.query(f\"source == '{ role }'\").value.sum())\n", "role_wo_alumni = float(role_flow_df.query(f\"source == '{ role }' and target != 'alumni'\").value.sum())\n", "100 * role_wo_alumni / role_nb" ] }, { "cell_type": "markdown", "id": "2f556c30-a1a0-44a7-a8aa-2b0764cf2482", "metadata": {}, "source": [ "## People location " ] }, { "cell_type": "code", "execution_count": 11, "id": "10755947", "metadata": {}, "outputs": [], "source": [ "map_fp = Path(\"../data/naturalearth_lowres/naturalearth_lowres.shp\")\n", "world_df = geopandas.read_file(map_fp).rename(columns = {\"SOV_A3\": \"iso_a3\"})" ] }, { "cell_type": "code", "execution_count": 12, "id": "8f74d349-624a-4092-ba1e-b2f05f80aa7e", "metadata": {}, "outputs": [], "source": [ "country_code_df = (roles_df[\"Role\"].groupby([\"country_3\"]).count()\n", " .rename(columns = {\"country\": \"total\"})\n", " .drop(columns = [\"city\", \"first-name\", \"last-name\", \"pronouns\", \"continent\", \"longitude\", \"latitude\"])\n", ")" ] }, { "cell_type": "markdown", "id": "ba0e2537-d50f-40f9-bb7e-28235982d4b8", "metadata": {}, "source": [ "Number of countries:" ] }, { "cell_type": "code", "execution_count": 13, "id": "02f21fda-5eca-43de-81e2-a4a507de90e2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "55" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(country_code_df)" ] }, { "cell_type": "code", "execution_count": 14, "id": "b4f5ae94-99af-40eb-a3d0-011c915fea0e", "metadata": {}, "outputs": [], "source": [ "country_code_df[country_code_df != 0] = 1\n", "country_code_df = (country_code_df\n", " .rename_axis(\"iso_a3\")\n", " .reset_index()\n", ")\n", "country_world_df = pd.merge(world_df, country_code_df, on='iso_a3', how='outer')\n", "country_world_df['total'] = country_world_df['total'].fillna(0)\n", "for i in range(1, cohort_nb):\n", " country_world_df[f'ols-{i}'] = country_world_df[f'ols-{i}'].fillna(0)" ] }, { "cell_type": "code", "execution_count": 15, "id": "32ed1907-6722-441e-aac4-5bd0b85348a7", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(15, 10), dpi=300)\n", "\n", "country_world_df.plot(\n", " column='total',\n", " ax=ax,\n", " legend=False,\n", " cmap='YlGn')\n", "ax.set_axis_off()" ] }, { "cell_type": "markdown", "id": "d6345abe-50e1-418f-8f8b-70f0d093ba88", "metadata": {}, "source": [ "## Projects" ] }, { "cell_type": "markdown", "id": "e080bae5-4bac-43e5-9790-12465e9c86d5", "metadata": {}, "source": [ "Number of projects over all cohorts" ] }, { "cell_type": "code", "execution_count": 16, "id": "e54ab4ec-d6af-4bad-a28c-ca2a126de6fe", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "238" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(project_df)" ] }, { "cell_type": "code", "execution_count": 17, "id": "5a0cca6e-a8de-428b-b4c6-d9e8c42d1843", "metadata": {}, "outputs": [], "source": [ "cohort_df = (\n", " project_df\n", " .groupby(by=\"cohort\")\n", " .count()\n", " .drop(columns = [\"participants\", \"mentors\", \"description\", \"keywords\", \"status\", \"collaboration\", \"participantNb\"])\n", " .rename(columns = {\"name\": \"Total\"})\n", ")" ] }, { "cell_type": "markdown", "id": "846e930b-ec6e-4e35-91ad-4c528d7716c9", "metadata": {}, "source": [ "Aggregating statistic of number of projects per cohort" ] }, { "cell_type": "code", "execution_count": 18, "id": "73817cef-ecb9-404a-9b20-1b9c89d81d7a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 8.000000\n", "mean 29.750000\n", "std 5.391793\n", "min 20.000000\n", "25% 26.750000\n", "50% 30.500000\n", "75% 33.250000\n", "max 37.000000\n", "Name: Total, dtype: float64" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cohort_df.Total.describe()" ] }, { "cell_type": "markdown", "id": "3f3af580-1ea5-4266-b7eb-5b7af35469e4", "metadata": {}, "source": [ "Mean number of projects per cohort" ] }, { "cell_type": "code", "execution_count": 19, "id": "0d234751-8f64-4c66-a9c7-5629b6e3eb69", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(30.5)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cohort_df.Total.median()" ] }, { "cell_type": "markdown", "id": "1f844d3f-945f-4f69-a30f-2ddd83853d54", "metadata": {}, "source": [ "### Participants" ] }, { "cell_type": "markdown", "id": "f4543846-2e2a-4b8e-8db8-d05356c10a5c", "metadata": {}, "source": [ "Aggregating statistic of the number of participants per projects" ] }, { "cell_type": "code", "execution_count": 20, "id": "0aada30e-5c0d-41c8-8528-3607574e9f68", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "count 238.000000\n", "mean 1.756303\n", "std 1.346766\n", "min 1.000000\n", "25% 1.000000\n", "50% 1.000000\n", "75% 2.000000\n", "max 8.000000\n", "Name: participantNb, dtype: float64" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "project_df.participantNb.describe()" ] }, { "cell_type": "code", "execution_count": 21, "id": "06c9607b-055e-4ddc-bb2e-3dab03b94146", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Number of participants per projects')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(dpi=300)\n", "project_df.participantNb.plot.hist(\n", " bins=8, ax=ax, legend=False, color=\"#139D3D\"\n", ")\n", "plt.xlabel('Number of participants per projects')" ] }, { "cell_type": "markdown", "id": "fd566376-5089-456c-a98e-a5ccd0029b69", "metadata": {}, "source": [ "### Keywords" ] }, { "cell_type": "markdown", "id": "478617c8-5113-430f-b9a4-6f24d6f1dab8", "metadata": {}, "source": [ "Number of keywords" ] }, { "cell_type": "code", "execution_count": 22, "id": "6126940f-ef83-47b5-a5f6-5de13a50833a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "588" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "keyword_df = (project_df\n", " .drop(columns = [\"participantNb\", \"participants\", \"mentors\", \"description\", \"status\", \"cohort\", \"collaboration\", \"status\", \"graduation\"])\n", " .explode(\"keywords\")\n", " .assign(keywords=lambda df: df.keywords.str.capitalize())\n", " .replace(\"Community building\", \"Community\")\n", " .replace(\"Research community\", \"Community\")\n", " .replace(\"Ethics of ai\", \"Ethical AI\")\n", " .replace(\"Ethical ai\", \"Ethical AI\")\n", " .replace(\"Enviromental\", \"Environmental science\")\n", " .replace(\"Equal opportunity\", \"Equality\")\n", " .replace(\"Training\", \"Training and education\")\n", " .replace(\"Education\", \"Training and education\")\n", " .replace(\"Artificial intelligence\", \"AI\")\n", " .replace(\"Ai\", \"AI\")\n", " .replace(\"Fair\", \"FAIR\")\n", " .replace(\"Open-source\", \"Open source\")\n", " .replace(\"Open source software\", \"Open source\")\n", " .replace(\"Opensource\", \"Open source\")\n", " .replace(\"Os\", \"Open source\")\n", " .replace(\"Open source projects\", \"Open source\")\n", " .replace(\" data science\", \"Data science\")\n", " .replace(\"Visualisation\", \"Data visualisation\")\n", " .replace(\"Next-generation sequencing\", \"Sequencing\")\n", " .replace(\"Open educational resource\", \"Open education\")\n", " .replace(\"Reproducible research\", \"Reproducibility\")\n", " .replace(\"Data\", \"Data science\")\n", " .replace(\"Open community\", \"Community\")\n", " .groupby(by=\"keywords\")\n", " .count()\n", " .rename(columns={\"name\": \"Frequency\"})\n", " .sort_values(\"Frequency\", ascending=False)\n", ")\n", "len(keyword_df)" ] }, { "cell_type": "markdown", "id": "14ecade2-1afe-4d66-97c6-0713c7d65900", "metadata": {}, "source": [ "Top 10 of keywords by frequency" ] }, { "cell_type": "code", "execution_count": 23, "id": "9bd90f40-4c8f-4de7-8a22-694d8923a152", "metadata": {}, "outputs": [ { "ename": "AttributeError", "evalue": "'dict' object has no attribute 'head'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[23], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m frec \u001b[38;5;241m=\u001b[39m keyword_df\u001b[38;5;241m.\u001b[39mFrequency\u001b[38;5;241m.\u001b[39mto_dict()\n\u001b[0;32m----> 2\u001b[0m \u001b[43mfrec\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhead\u001b[49m()\n", "\u001b[0;31mAttributeError\u001b[0m: 'dict' object has no attribute 'head'" ] } ], "source": [ "frec = keyword_df.Frequency.to_dict()\n", "frec.head()" ] }, { "cell_type": "code", "execution_count": null, "id": "1f6cbc6d-37e9-4f7a-8c2e-d6523b7d36d1", "metadata": {}, "outputs": [], "source": [ "frec = keyword_df.Frequency.to_dict()\n", "\n", "wc = WordCloud(\n", " background_color=\"rgba(255, 255, 255, 0)\",\n", " random_state=42,\n", " width=800,\n", " height=400,\n", ")\n", "\n", "wordcloud = wc.generate_from_frequencies(frec)\n", "\n", "fig, ax = plt.subplots(dpi=300)\n", "ax.imshow(wc, interpolation='nearest')\n", "ax.set_axis_off()" ] }, { "cell_type": "markdown", "id": "d84fc19e-47d3-4680-baba-1df38cd33904", "metadata": {}, "source": [ "## Graduation stats" ] }, { "cell_type": "markdown", "id": "e610441a-3917-416c-9d1a-5bd07eaabc0e", "metadata": {}, "source": [ "Percentage of graduated project" ] }, { "cell_type": "code", "execution_count": null, "id": "08ae5561-cfb6-4e1e-8b85-8b396f6869e0", "metadata": {}, "outputs": [], "source": [ "100 * len(project_df.query('status == \"graduated\"'))/len(project_df.status)" ] }, { "cell_type": "markdown", "id": "f4bf69ff-f956-460c-88e2-ac66a1ee8b7b", "metadata": {}, "source": [ "Percentage of graduated project within collaboration" ] }, { "cell_type": "code", "execution_count": null, "id": "302a402e-d6be-4723-a999-6090e4b24c25", "metadata": {}, "outputs": [], "source": [ "100 * len(project_df.query('status == \"graduated\" and collaboration != \"\"'))/len(project_df.query('collaboration != \"\"'))" ] }, { "cell_type": "markdown", "id": "7a846f62-411e-49e2-bfc9-f546631a3296", "metadata": {}, "source": [ "Projects that did not graduated" ] }, { "cell_type": "code", "execution_count": null, "id": "bf90c63e-b802-4887-9a62-e9b6d1c01135", "metadata": {}, "outputs": [], "source": [ "non_graduated_project = (\n", " project_df.query('status != \"graduated\"')\n", " .drop(columns=[\"description\", \"keywords\", \"status\", \"graduation\", \"collaboration\", \"participantNb\"])\n", ")\n", "non_graduated_project[\"participants\"] = non_graduated_project[\"participants\"].apply(lambda x: \", \".join(str(i) for i in x))\n", "non_graduated_project[\"mentors\"] = non_graduated_project[\"mentors\"].apply(lambda x: \", \".join(str(i) for i in x))\n", "#non_graduated_project.to_csv(\"../results/openseeds/non_graduated_project.csv\", sep=\"\\t\", index=False)" ] }, { "cell_type": "markdown", "id": "bf14fd98-c924-49b7-9652-fc29144a300e", "metadata": {}, "source": [ "Project that did graduated but came back" ] }, { "cell_type": "code", "execution_count": null, "id": "c9fad509-8cd0-47d9-8016-3b77f314fd7d", "metadata": {}, "outputs": [], "source": [ "len(project_df[project_df.name.duplicated(keep=False)][\"name\"].unique())" ] }, { "cell_type": "markdown", "id": "66001c2b-c7b8-4ea1-b7bc-dbcf1f7ea03d", "metadata": {}, "source": [ "## Overview figure" ] }, { "cell_type": "markdown", "id": "bf904c4f-01e0-4120-93bb-c8949750ffd7", "metadata": {}, "source": [ "# fig, axs = plt.subplots(nrows=2, ncols=2, dpi=300)\n", "\n", "#gs = fig.add_gridspec(2,2)\n", "ax1 = axs[0, 0]\n", "ax2 = axs[0, 1]#fig.add_subplot(gs[1, :])\n", "ax3 = axs[1, 0]#fig.add_subplot(gs[2, 0])\n", "ax4 = axs[1, 1]#fig.add_subplot(gs[2, 1])\n", "\n", "# A\n", "country_world_df.plot(\n", " column='total',\n", " ax=ax1,\n", " legend=False,\n", " cmap='YlGn',\n", " figsize=(20, 10))\n", "ax1.set_axis_off()\n", "ax1.text(-0.1, 1.1, \"A\", transform=ax1.transAxes, size=20, weight='bold')\n", "\n", "# B\n", "with open(\"images/flow.png\", \"rb\") as f:\n", " image=plt.imread(f)\n", " ax2.imshow(image)\n", " ax2.set_axis_off()\n", "ax2.text(-0.1, 1.1, \"B\", transform=ax2.transAxes, size=20, weight='bold')\n", "\n", "# c\n", "ax3.imshow(wc, interpolation='nearest')\n", "ax3.set_axis_off()\n", "ax3.text(-0.1, 1.1, \"C\", transform=ax3.transAxes, size=20, weight='bold')\n", "\n", "# D\n", "project_df.participantNb.plot.hist(\n", " bins=8,\n", " ax=ax4,\n", " legend=False,\n", " color=\"#139D3D\",\n", " figsize=(20, 10)\n", ")\n", "ax4.set_xlabel(\"Number of participants per project\")\n", "ax4.set_ylabel(\"Frequency\")\n", "ax4.text(-0.1, 1.1, \"D\", transform=ax4.transAxes, size=20, weight='bold')\n", "\n", "fig.tight_layout()\n", "fig.savefig(Path(\"../figures/figure-3-based_training_program.png\"), bbox_inches='tight')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" }, "vscode": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } } }, "nbformat": 4, "nbformat_minor": 5 }